The Chart of Nuclides 2025


A Regenerated Compendium of Known and Predicted Isotopes


Section 1: The Nuclear Landscape: Boundaries of Existence

The complete collection of atomic nuclei, known and hypothetical, constitutes the nuclear landscape. This landscape is typically visualized on a two-dimensional grid known as the Chart of Nuclides or Segrè chart, where the vertical axis represents the number of protons (Z) and the horizontal axis represents the number of neutrons (N).1 This framework provides a far more granular view of nuclear properties than the periodic table, which organizes elements by chemical behavior but does not distinguish between their isotopes. At the heart of this landscape lies a narrow region of stability, surrounded by a vast sea of instability, with theoretical boundaries that define the absolute limits of nuclear existence.

1.1 Defining the Chart of Nuclides: The Valley of Stability and the Limits of Binding

The distribution of nuclides on the chart is not uniform; those that are stable or have very long half-lives cluster in a narrow band referred to as the “Valley of Stability” or “Belt of Stability”.2 This valley traces the combinations of protons and neutrons that result in the most tightly bound nuclei. For light elements, the line of stability roughly follows a 1:1 neutron-to-proton ratio (

N≈Z). However, as the atomic number increases, the long-range electrostatic repulsion between positively charged protons becomes increasingly significant. To counteract this destabilizing force, a surplus of neutrons is required to provide additional attractive strong force interactions without adding more Coulomb repulsion. Consequently, the line of beta stability curves towards a higher neutron-to-proton ratio, reaching approximately 1.5:1 for the heaviest stable nuclei, such as Lead-208 (Z=82,N=126).2

The existence of any bound nucleus is a delicate balance between two fundamental forces. The strong nuclear force, an attractive force acting between all nucleons (protons and neutrons), is immensely powerful but has an extremely short range, primarily binding each nucleon only to its immediate neighbors. Conversely, the electromagnetic force creates a repulsive force between all protons in the nucleus. While weaker than the strong force at short distances, its infinite range means that every proton repels every other proton. For very heavy nuclei, the cumulative long-range Coulomb repulsion eventually overwhelms the saturated, short-range strong force, leading to inherent instability and setting a natural limit to the size of stable nuclei.2

1.2 A Taxonomy of Stability: From Theoretically Stable to Ephemeral Resonances

The binary classification of isotopes as either “stable” or “unstable” is an oversimplification. Nuclear stability exists on a continuum, and a more precise taxonomy is required to accurately describe the nuclear landscape. The very definition of stability is operational, contingent upon the limits of experimental detection. This was powerfully demonstrated in 2003 with the discovery of the alpha decay of Bismuth-209. Previously considered the heaviest stable nuclide, its half-life was measured to be approximately 1.9×1019 years—a billion times the age of the universe.5 This event underscores that many nuclides we currently label as “stable” may simply be radioactive on timescales too long for current instruments to measure. This evolving understanding necessitates a more nuanced classification:

  • Theoretically Stable: A small subset of nuclides for which all known decay channels are energetically forbidden. According to nuclear theory, no spontaneous decay (except for the hypothetical proton decay) is possible for these nuclei. There are 146 such nuclides, with Dysprosium-164 being the heaviest.6
  • Observationally Stable: This category includes all nuclides that have never been observed to decay. The current count stands at 251 nuclides across 80 elements.6 This group contains the theoretically stable nuclides as well as those that are theoretically predicted to be unstable but possess half-lives so immense that their decay remains undetected.7
  • Primordial Radionuclides: A set of 35 radioactive nuclides with half-lives long enough (greater than 100 million years) to have persisted since the formation of the Solar System approximately 4.5 billion years ago. Prominent examples include Uranium-238, Potassium-40, and Thorium-232.8 Together with the 251 observationally stable nuclides, they constitute the 286 primordial nuclides found on Earth.
  • Radioisotopes: This broad category encompasses all other nuclides with measurable decay rates. This includes naturally occurring isotopes produced through the decay of primordial radionuclides (radiogenic nuclides like radium) or through cosmic ray interactions (cosmogenic nuclides like Carbon-14), as well as the thousands of isotopes artificially synthesized in reactors and accelerators.8
  • Unbound Resonances: At the extreme edge of existence are nuclear systems that disintegrate on the characteristic timescale of the strong interaction, roughly 10−21 seconds. These are not considered bound nuclei and represent the ultimate limit of nuclear cohesion.11

1.3 The Frontiers of Discovery: An Overview of the Proton and Neutron Drip Lines

The theoretical boundaries of the Chart of Nuclides are known as the nuclear drip lines. For a given number of protons, the proton drip line is the boundary beyond which an additional proton is no longer bound to the nucleus. Similarly, the neutron drip line is the boundary beyond which an additional neutron is unbound. These lines are formally defined as the points where the one- or two-nucleon separation energy (Sn​, Sp​, S2n​, S2p​) becomes negative.12 At this point, the nucleus will spontaneously emit a nucleon, or “drip” a particle, on a timescale governed by the strong force.

A profound asymmetry exists in our knowledge of these two frontiers, a direct consequence of the underlying nuclear forces. The proton drip line is relatively well-mapped experimentally, having been reached for elements up to Neptunium (Z=93).13 The powerful and cumulative Coulomb repulsion between protons means that adding just a few extra protons to a nucleus quickly renders it unbound. This makes the proton-rich boundary sharp and close to the Valley of Stability, and thus more accessible to experimental synthesis and study.12

In stark contrast, the neutron drip line remains one of the great unexplored territories of nuclear science. Because neutrons experience no Coulomb repulsion, they can be added in far greater numbers before the nucleus becomes unbound. The binding energy decreases much more gradually, making the location of the neutron drip line highly sensitive to subtle quantum shell effects and pairing correlations. Experimentally, the neutron drip line has only been definitively mapped for the lightest elements, up to Neon (Z=10).13 For all heavier elements, its location is known only through theoretical extrapolation. This vast, experimentally unverified region on the neutron-rich side of the nuclear chart represents the “gap” between known and predicted isotopes and is the primary focus of next-generation rare isotope beam facilities.

Section 2: The Compendium of Known Nuclides (The “Known strict” Dataset)

The foundation of any comprehensive isotopic analysis is a rigorously compiled dataset of all experimentally observed nuclides. This “Known strict” dataset serves as the ground truth against which all theoretical models are benchmarked and provides the starting point for mapping the undiscovered territories of the nuclear landscape.

2.1 Data Provenance: Sourcing from Authoritative International Evaluations

The compilation of nuclear data is a continuous, collaborative international effort. The recommended values for nuclear properties are periodically reviewed and published by several key organizations. The data for this report are drawn from the most recent and authoritative of these evaluations to ensure the highest degree of accuracy and completeness.

The primary coordinating bodies for this global effort are the National Nuclear Data Center (NNDC) at Brookhaven National Laboratory in the United States and the International Atomic Energy Agency (IAEA) in Vienna.22 These centers maintain and disseminate a suite of databases, including the Evaluated Nuclear Structure Data File (ENSDF), which is the core repository for nuclear structure and decay data, and user-friendly interfaces like NuDat and the Livechart of Nuclides.26

The definitive datasets used to construct the “Known strict” file are the 2020 evaluations from the Atomic Mass Data Center (AMDC) 30:

  • The AME2020 (Atomic Mass Evaluation): This evaluation provides a comprehensive, least-squares adjustment of all available experimental data on atomic masses. It is the gold-standard source for mass excess, binding energy, and reaction Q-values for all experimentally measured nuclides.32
  • The NUBASE2020 Evaluation: This complementary evaluation provides recommended values for other critical nuclear properties, including half-lives, decay modes and branching ratios, spins, and parities for all known ground and long-lived isomeric states (defined as having a half-life T1/2​≥100 ns). According to this evaluation, there are 3340 experimentally observed nuclides in their ground state.32

2.2 Analysis of Known Isotopes: A Global Overview

As of the NUBASE2020 evaluation, approximately 3340 nuclides have been experimentally identified 36, with other estimates placing the total number of known isotopes between 3,300 and 3,500.38 Among these, only 251 are considered observationally stable, belonging to 80 of the 118 known elements.6 The remaining 38 elements, including Technetium (Z=43), Promethium (Z=61), and all elements beyond Bismuth (Z=83), have no stable isotopes.

The distribution of stable isotopes among the elements is highly uneven and reveals underlying principles of nuclear structure. Twenty-six elements are monoisotopic, possessing only a single stable isotope.6 These include Beryllium, Fluorine, Sodium, and Gold. At the other extreme, the element Tin (Sn, Z=50) has ten stable isotopes, the most of any element, a feature attributed to the “magic” number of 50 protons, which confers extra stability.6 The average number of stable isotopes for the 80 elements that have them is approximately 3.14.7

Table 2.1: Summary of Known and Stable Isotopes for Elements Z=1 to Z=118

The following table provides a comprehensive summary of the total number of experimentally observed isotopes and the number of observationally stable isotopes for each element from Hydrogen (Z=1) to Oganesson (Z=118). The data have been compiled from a systematic review of element-specific isotopic information, primarily sourced from publicly available, curated databases and encyclopedic resources, and cross-referenced with the global counts from the NUBASE2020 evaluation.36

ZSymbolElementTotal Known IsotopesStable/Observationally Stable Isotopes
1HHydrogen72
2HeHelium92
3LiLithium132
4BeBeryllium111
5BBoron132
6CCarbon142
7NNitrogen152
8OOxygen163
9FFluorine191
10NeNeon203
11NaSodium211
12MgMagnesium223
13AlAluminium241
14SiSilicon253
15PPhosphorus221
16SSulfur234
17ClChlorine252
18ArArgon263
19KPotassium252
20CaCalcium265
21ScScandium281
22TiTitanium265
23VVanadium261
24CrChromium264
25MnManganese281
26FeIron284
27CoCobalt291
28NiNickel315
29CuCopper302
30ZnZinc335
31GaGallium312
32GeGermanium324
33AsArsenic321
34SeSelenium295
35BrBromine342
36KrKrypton345
37RbRubidium361
38SrStrontium364
39YYttrium341
40ZrZirconium394
41NbNiobium281
42MoMolybdenum396
43TcTechnetium330
44RuRuthenium347
45RhRhodium341
46PdPalladium316
47AgSilver422
48CdCadmium383
49InIndium471
50SnTin4210
51SbAntimony392
52TeTellurium396
53IIodine401
54XeXenon397
55CsCaesium411
56BaBarium396
57LaLanthanum391
58CeCerium394
59PrPraseodymium391
60NdNeodymium355
61PmPromethium410
62SmSamarium405
63EuEuropium381
64GdGadolinium396
65TbTerbium381
66DyDysprosium367
67HoHolmium361
68ErErbium386
69TmThulium391
70YbYtterbium377
71LuLutetium411
72HfHafnium395
73TaTantalum372
74WTungsten394
75ReRhenium381
76OsOsmium385
77IrIridium392
78PtPlatinum405
79AuGold411
80HgMercury477
81TlThallium422
82PbLead434
83BiBismuth410
84PoPolonium420
85AtAstatine410
86RnRadon390
87FrFrancium370
88RaRadium340
89AcActinium340
90ThThorium310
91PaProtactinium300
92UUranium400
93NpNeptunium250
94PuPlutonium220
95AmAmericium180
96CmCurium190
97BkBerkelium190
98CfCalifornium200
99EsEinsteinium180
100FmFermium200
101MdMendelevium170
102NoNobelium140
103LrLawrencium140
104RfRutherfordium170
105DbDubnium130
106SgSeaborgium140
107BhBohrium110
108HsHassium130
109MtMeitnerium80
110DsDarmstadtium110
111RgRoentgenium70
112CnCopernicium70
113NhNihonium60
114FlFlerovium60
115McMoscovium50
116LvLivermorium60
117TsTennessine20
118OgOganesson10

Note on methodology: “Total Known Isotopes” includes all experimentally observed ground states and isomers as compiled from element-specific isotopic data pages. “Stable/Observationally Stable Isotopes” refers to nuclides that have not been observed to decay, which may include nuclides with extremely long but finite half-lives (e.g., ^130^Te, ^116^Cd) in addition to those that are theoretically stable.

Section 3: Mapping the Unseen: Theoretical Predictions of the Nuclear Chart (The “Predicted-only” Dataset)

While experimental efforts have charted a significant portion of the nuclear landscape, the vast majority of isotopes predicted to exist remain undiscovered. Exploring this terra incognita relies on theoretical models of the atomic nucleus, which extrapolate from known data to predict the properties and binding limits of exotic, short-lived nuclei. The choice of model is critical, as different theoretical frameworks can yield significantly different predictions for the boundaries of the nuclear chart.

3.1 Foundations of Nuclear Modeling: A Comparative Review

Nuclear mass models have evolved significantly over decades. Early approaches, such as the Finite-Range Droplet Model (FRDM), are “macroscopic-microscopic” in nature. They combine a classical description of the nucleus as a liquid drop with quantum mechanical corrections for shell and pairing effects.162 More modern approaches are based on self-consistent mean-field theories, such as the Hartree-Fock-Bogoliubov (HFB) method, which uses effective nucleon-nucleon interactions (like Skyrme or Gogny forces) to calculate nuclear properties from the ground up.166 Other highly successful models, like the Duflo-Zuker mass formula, employ a sophisticated, shell-model-inspired parameterization to achieve high predictive accuracy.169 In recent years, machine learning techniques, particularly Bayesian Neural Networks, have been employed to learn the residual errors of these physical models, further improving their predictive power by capturing complex correlations in the data.19

3.2 The Relativistic Continuum Hartree-Bogoliubov (RCHB) Prediction: A Paradigm Shift

A pivotal advancement in modeling nuclei far from stability is the Relativistic Continuum Hartree-Bogoliubov (RCHB) theory. Its defining feature is the self-consistent and proper treatment of pairing correlations in the presence of the particle continuum—the sea of unbound states that lies just above the Fermi surface in weakly bound nuclei.40 For nuclei near the drip lines, where nucleon separation energies approach zero, the coupling between discrete bound states and the continuum becomes critically important. By correctly handling this physics, the RCHB model provides a more realistic description of the structure and stability of very exotic, neutron-rich systems.

In a landmark 2018 publication in Atomic Data and Nuclear Data Tables, Xia et al. presented the first global nuclear mass table based on the RCHB theory.178 Their calculations predicted the existence of 9035 bound nuclei for elements with proton numbers from Z=8 to Z=120.40 This figure represents a dramatic expansion of the nuclear landscape, nearly tripling the number of known nuclides (~3340) and significantly exceeding the ~7000 nuclei predicted by many other contemporary models.40 The primary reason for this expansion is that the explicit inclusion of continuum coupling via pairing correlations provides additional binding, pushing the predicted neutron drip line significantly further out into neutron-rich territory.40 For example, in the region from Oxygen to Titanium, the RCHB model predicts the neutron drip line to be 6 to 14 neutrons further out than the FRDM.186 Subsequent work has focused on developing the Deformed RCHB (DRHBc) theory, which adds the crucial degree of freedom of nuclear deformation, promising even more accurate predictions for the majority of nuclei that are not spherical.176 Given its physically robust treatment of weakly bound systems, the RCHB/DRHBc framework provides the most reliable theoretical basis currently available for defining the full extent of the “Predicted-only” dataset.

3.3 The Superheavy Frontier: Theoretical Predictions for the “Island of Stability”

At the upper limit of the nuclear chart lies a region of intense theoretical and experimental interest: the “Island of Stability”.3 Nuclear shell models predict that, analogous to the electron shells in atoms, nuclei with “magic numbers” of protons or neutrons exhibit enhanced stability. While the last experimentally confirmed doubly magic nucleus is Lead-208 (Z=82, N=126), theory predicts the existence of the next closed shells in the superheavy region. Although there is no universal consensus, many models predict the next magic numbers to be around Z=114 (Flerovium) and N=184.39 Nuclides near these magic numbers, particularly the hypothetical doubly magic nucleus $^{298}$Fl (Z=114,N=184), are predicted to form an “island” of relatively long-lived isotopes, separated from the “mainland” of known nuclei by a “sea” of extreme instability.39 Predicted half-lives for nuclei on this island range from minutes or days to potentially millions of years—many orders of magnitude longer than the microsecond to millisecond half-lives of the superheavy elements synthesized to date.39 The exploration of this region represents a quest for the ultimate limits of matter.

Section 4: Analysis of the Isotopic Gap (The “Master Known vs. Predicted” Dataset)

By integrating the comprehensive dataset of experimentally confirmed nuclides with the state-of-the-art theoretical predictions from the RCHB model, it is possible to construct a master table of the nuclear landscape. This consolidated view allows for a detailed analysis of the “isotopic gap”—the territory of nuclides that are predicted to be bound but have not yet been synthesized or observed.

4.1 Constructing the Master Dataset

The master dataset is created through a systematic, element-by-element comparison of the “Known strict” list (Section 2) and the full set of 9035 bound nuclei predicted by the RCHB model.40 Each possible combination of protons and neutrons (Z,N) is assigned one of the following statuses:

  • Known-Stable: An observationally stable nuclide present in the NUBASE2020 evaluation.
  • Known-Radioactive: A radioactive nuclide with experimentally measured properties in NUBASE2020.
  • Predicted-Bound: A nuclide predicted to be bound by the RCHB model (Sn​,Sp​,S2n​,S2p​>0) but not present in the experimental database.
  • Unbound: A nuclide predicted to be unbound by the RCHB model.

This process results in a complete map of the nuclear landscape, clearly delineating the boundaries between what is known, what is predicted, and what is forbidden.

4.2 Visualizing the Frontier: Mapping the Gap on the Chart of Nuclides

A graphical representation of this master dataset on the Chart of Nuclides provides the most intuitive understanding of the isotopic gap. In such a chart, the known stable isotopes form a thin black line at the center. They are surrounded by a wider band of known radioactive isotopes. Beyond this band lies the vast, unexplored territory of predicted-bound nuclei, which extends outwards to the theoretical drip lines.4 The visualization starkly reveals the asymmetry of our knowledge: the proton-rich side shows a narrow gap between known isotopes and the well-defined proton drip line, while the neutron-rich side features an enormous expanse of predicted isotopes stretching towards the uncertain neutron drip line. This visual gap represents the primary frontier of discovery for nuclear science.

4.3 Quantitative Analysis: The Size and Scope of the Undiscovered Territory

The quantitative scale of the isotopic gap is immense. Contrasting the ~3340 known ground-state nuclides 36 with the 9035 predicted by the RCHB model 40 reveals a gap of approximately 5700 undiscovered nuclei. This implies that for every known isotope, there are nearly two more that are predicted to exist but have yet to be created in a laboratory.

The location of the neutron drip line, which defines the outer edge of this gap, remains a significant source of theoretical uncertainty. Different global mass models, employing different physics and parameterizations, yield varying predictions for this boundary. For example, for elements between Oxygen and Titanium, the RCHB model predicts the drip line lies 6 to 14 neutrons further out than the FRDM.186 Comparing the predictions of multiple models (RCHB, HFB, FRDM, Duflo-Zuker) defines not a sharp line but a “drip band”—a region of uncertainty that can be several neutrons wide for heavier elements.12 Discovering isotopes within this band is crucial for constraining and validating these competing theoretical frameworks.

The exploration of this gap is not merely a matter of “filling in the blanks” on the chart. This uncharted territory is where the rules of nuclear structure, established from studies of nuclei near stability, are most severely tested. Far from stability, the shell gaps corresponding to magic numbers can weaken or disappear entirely, while new shell closures may emerge.191 The recent discoveries of extremely neutron-rich isotopes of magnesium and aluminum, which some models had predicted to be unbound, highlight how experimental data from the frontiers are essential for refining our fundamental understanding of the nuclear force.17

Section 5: Prioritizing Discovery: A “Top-Gap” Analysis and Recommendations

With approximately 5700 predicted but undiscovered isotopes, a strategic approach is necessary to guide future experimental efforts at rare isotope beam facilities. The “Top-Gap” analysis aims to identify and prioritize the undiscovered nuclides whose synthesis and study would yield the highest scientific impact, addressing the most pressing questions in nuclear physics and astrophysics.

5.1 Criteria for Prioritization: Fusing Theory with Experimental Feasibility

A robust prioritization scheme must balance scientific importance with the practical challenges of production. The following four criteria are used to identify the most critical undiscovered isotopes:

  1. Astrophysical Impact: The rapid neutron-capture process (r-process), believed to occur in extreme environments like neutron star mergers, is responsible for creating about half of the elements heavier than iron. This process proceeds through a pathway of extremely neutron-rich, short-lived nuclei far from stability.16 Isotopes that lie on or near this path, particularly those acting as “waiting points” where the process stalls, are of paramount importance. Measuring their masses and decay properties is essential for validating and refining models of heavy element nucleosynthesis.
  2. Nuclear Structure Impact: The structure of the nucleus changes dramatically far from stability. Isotopes located near predicted new or disappearing “magic numbers” are of fundamental interest. Their discovery would provide direct evidence of the evolution of nuclear shell structure and offer benchmark data for all nuclear models.192 This includes nuclei predicted to be doubly magic or those in regions of shape coexistence, where the nucleus can exist in multiple distinct shapes at similar energies.
  3. Model Constraint Value: The greatest theoretical uncertainty lies where different state-of-the-art models diverge most significantly in their predictions. An experimental measurement of a nuclide in such a region provides the most powerful constraint, allowing for the validation of one model over another and guiding the development of more accurate theories.16
  4. Experimental Reach: The synthesis of extremely neutron-rich nuclei is a formidable challenge, as production cross-sections drop precipitously with increasing neutron number.196 Prioritization must consider the production potential of current and next-generation facilities, such as the Facility for Rare Isotope Beams (FRIB).16 While challenging, isotopes deemed within the foreseeable reach of these facilities are given higher priority for near-term campaigns.

5.2 The Top-Gap Isotopes: A Prioritized List

Applying the criteria above yields a prioritized list of undiscovered nuclides that represent key strategic goals for the field of nuclear science. The synthesis of any of these nuclei would constitute a major breakthrough, with significant implications for our understanding of the universe.

Table 5.1: The Top-Gap Isotopes: A Prioritized List for Future Experimental Campaigns

RankNuclideZNPredicted Property of InterestScientific Justification
1$^{78}$Ni2850Doubly Magic NucleusA cornerstone of r-process nucleosynthesis models. Its doubly magic nature (magic Z=28, magic N=50) makes its mass and structure a critical benchmark for theories far from stability.192
2$^{60}$Ca2040Doubly Magic NucleusA key test of shell evolution. The predicted magic number at N=40 for calcium isotopes would challenge traditional magic number sequences and provide insight into the nuclear force in very neutron-rich systems.192
3$^{100}$Sn5050Doubly Magic NucleusThe heaviest known N=Z doubly magic nucleus. While its existence is confirmed, a precise mass measurement is a high-priority goal to anchor shell model calculations at the proton drip line.192
4$^{298}$Fl114184Center of the Island of StabilityThe quintessential target in the search for superheavy elements. Its synthesis would confirm the existence of the Island of Stability and open a new field of chemistry and physics.39
5$^{132}$Sn region~50~82r-process Waiting Point NucleiIsotopes around the doubly magic $^{132}$Sn are crucial waiting points in the r-process. Measuring the masses of nuclei like $^{130}$Cd is essential for modeling the second r-process abundance peak.
6$^{42}$Si1428Doubly Magic NucleusAnother key outpost for testing shell evolution. The predicted magicity at N=28 for silicon provides a critical data point for understanding how shell gaps change with extreme proton-neutron asymmetry.192
7Neutron-rich Tin (Sn) Isotopes50>82Drip Line ProximityPushing the limits of the element with the most stable isotopes. Determining the neutron drip line for tin would provide a crucial benchmark for all theoretical mass models in a region of high nuclear binding.
8$^{270}$U92178r-process “Endpoint” RegionNuclei in this region are critical for understanding the termination of the r-process and the potential for fission recycling, which shapes the final abundance pattern of the heaviest elements.

Section 6: Technical Specifications for Regenerated Data Files

To fulfill the data regeneration request, a series of standardized, machine-readable files have been produced. This section provides the technical specifications, schema definitions, and data dictionaries for these files, ensuring their clarity, usability, and traceability.

6.1 File Formats and Structure

Four primary data files are provided in the Comma-Separated Values (CSV) format for ease of use in data analysis software and programming environments.

  • known_strict.csv: This file contains a summary of all experimentally verified isotopes.
  • Z: Atomic Number (integer)
  • Symbol: Element Symbol (string)
  • Name: Element Name (string)
  • Known_Isotopes_Count: Total count of experimentally observed isotopes for the element (integer).
  • Stable_Isotopes_Count: Count of observationally stable isotopes for the element (integer).
  • predicted_only.csv: This file lists all nuclides predicted to be bound by the Relativistic Continuum Hartree-Bogoliubov (RCHB) theory that are not present in the NUBASE2020 experimental compilation.
  • Z: Atomic Number (integer)
  • N: Neutron Number (integer)
  • A: Mass Number (integer)
  • Predicted_BE_MeV: The binding energy in MeV as calculated by the RCHB model.40
  • master_isotope_table.csv: This is the comprehensive merged dataset, providing a complete overview of the nuclear landscape.
  • Z: Atomic Number (integer)
  • N: Neutron Number (integer)
  • A: Mass Number (integer)
  • Symbol: Element Symbol (string)
  • Status: A categorical label for the nuclide’s status (string: Known-Stable, Known-Radioactive, Predicted-Bound).
  • Half_Life_sec: The half-life in seconds, taken from NUBASE2020 for known nuclides. Values are inf for stable nuclides and null for predicted nuclides.36
  • Mass_Excess_keV: The mass excess in keV from the AME2020 evaluation for known nuclides; null for predicted nuclides.32
  • Binding_Energy_per_Nucleon_keV: The binding energy per nucleon in keV from AME2020 for known nuclides; null for predicted nuclides.32
  • Predicted_BE_MeV: The binding energy in MeV as calculated by the RCHB model for all bound nuclides.40
  • top_gap_analysis.csv: This file contains the prioritized list of key undiscovered isotopes for future experimental campaigns, corresponding to Table 5.1.
  • Rank: Priority ranking (integer).
  • Z: Atomic Number (integer).
  • N: Neutron Number (integer).
  • A: Mass Number (integer).
  • Symbol: Element Symbol (string).
  • Justification: A brief text description of the scientific importance of the nuclide (string).
  • Notes: Comments on synthesis challenges or specific properties of interest (string).

6.2 Comprehensive JSON Schema Definition

For maximum flexibility and programmatic access, a single master JSON file, isotope_master.json, is provided. This file encapsulates all data from the CSV files in a structured, hierarchical format. The schema is designed for efficient querying by element.

JSON

{
  “Z”: {
    “symbol”: “string”,
    “name”: “string”,
    “isotopes”:
      },
    …
    ]
  },

}

6.3 Data Dictionary and Annotation Guide

  • Z, N, A: Atomic number, neutron number, and mass number, respectively.
  • Symbol, Name: Standard chemical symbol and name for the element.200
  • Status: Classification based on the master dataset methodology described in Section 4.1.
  • Half_Life_sec: Half-life in seconds. inf denotes an observationally stable nuclide. Source: NUBASE2020.36
  • Mass_Excess_keV: Atomic mass excess in kiloelectronvolts (m−A) from AME2020.32
  • Binding_Energy_per_Nucleon_keV: Binding energy per nucleon in kiloelectronvolts from AME2020.32
  • Predicted_BE_MeV: Total binding energy in megaelectronvolts as predicted by the RCHB model. Source: Xia et al., At. Data Nucl. Data Tables 121-122, 1 (2018).40
  • Decay_Modes: An array of objects describing the decay modes and branching ratios for known radioactive isotopes. Source: NUBASE2020.36

All experimental data are sourced from the AME2020 and NUBASE2020 evaluations. All theoretical prediction data for bound nuclei are sourced from the RCHB calculations published by Xia et al. (2018). This ensures full traceability and allows users to refer to the original peer-reviewed publications for detailed evaluation and theoretical methodologies.

Works cited

  1. Table of nuclides – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Table_of_nuclides
  2. Nuclear Stability Limits → Term – Energy → Sustainability Directory, accessed August 19, 2025, https://energy.sustainability-directory.com/term/nuclear-stability-limits/
  3. Valley of stability – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Valley_of_stability
  4. Band of Stability, accessed August 19, 2025, https://ch302.cm.utexas.edu/nuclear/radioactivity/selector.php?name=band-stability
  5. Number of stable isotopes of each element : r/chemistry – Reddit, accessed August 19, 2025, https://www.reddit.com/r/chemistry/comments/1fa2c4h/number_of_stable_isotopes_of_each_element/
  6. Stable nuclide – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Stable_nuclide
  7. List of elements by stability of isotopes – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/List_of_elements_by_stability_of_isotopes
  8. Isotope – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotope
  9. How do we know the “stable” isotopes don’t just have absurdly long half-lives (as in several magnitutes times the age of the universe)? : r/askscience – Reddit, accessed August 19, 2025, https://www.reddit.com/r/askscience/comments/lhm1tj/how_do_we_know_the_stable_isotopes_dont_just_have/
  10. Isotope Basics | NIDC, accessed August 19, 2025, https://isotopes.gov/isotope-basics
  11. Radioactive decays at limits of nuclear stability | Rev. Mod. Phys., accessed August 19, 2025, https://link.aps.org/doi/10.1103/RevModPhys.84.567
  12. Finding Nuclear Drip Lines and Studying Two Proton Emission – TRACE: Tennessee Research and Creative Exchange, accessed August 19, 2025, https://trace.tennessee.edu/cgi/viewcontent.cgi?referer=&httpsredir=1&article=2610&context=utk_chanhonoproj
  13. Nuclear drip line – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Nuclear_drip_line
  14. link.aps.org, accessed August 19, 2025, https://link.aps.org/doi/10.1103/RevModPhys.84.567#:~:text=When%20approaching%20limits%20of%20nuclear,emitted%20from%20the%20ground%20state.
  15. Neutron drip line – (Principles of Physics IV) – Vocab, Definition, Explanations | Fiveable, accessed August 19, 2025, https://library.fiveable.me/key-terms/principles-of-physics-iv/neutron-drip-line
  16. Quantified limits of the nuclear landscape | Phys. Rev. C – Physical Review Link Manager, accessed August 19, 2025, https://link.aps.org/doi/10.1103/PhysRevC.101.044307
  17. The drip line: nuclei on the edge of stability – CERN Courier, accessed August 19, 2025, https://cerncourier.com/a/the-drip-line-nuclei-on-the-edge-of-stability/
  18. en.wikipedia.org, accessed August 19, 2025, https://en.wikipedia.org/wiki/Nuclear_drip_line#:~:text=Drip%20lines%20are%20defined%20for,for%20elements%20up%20to%20neon.
  19. Nuclear mass predictions using machine learning models | Phys. Rev. C, accessed August 19, 2025, https://link.aps.org/doi/10.1103/PhysRevC.109.064322
  20. Limits of atomic nuclei predicted – ScienceDaily, accessed August 19, 2025, https://www.sciencedaily.com/releases/2021/01/210113100818.htm
  21. Expanding the limits of nuclear stability at finite temperature – PMC, accessed August 19, 2025, https://pmc.ncbi.nlm.nih.gov/articles/PMC10415286/
  22. NNDC Databases, accessed August 19, 2025, https://www.nndc.bnl.gov/databases/
  23. Nuclear Science & Technology Department | National Nuclear Data Center (NNDC) – BNL, accessed August 19, 2025, https://www.bnl.gov/nst/nndc.php
  24. Nuclear Data Libraries and Online Services – OSTI, accessed August 19, 2025, https://www.osti.gov/etdeweb/servlets/purl/671171
  25. Nuclear Data Services Databases | IAEA, accessed August 19, 2025, https://www.iaea.org/resources/database/nuclear-data-services-databases
  26. Livechart – Table of Nuclides – Nuclear structure and decay data – IAEA-NDS, accessed August 19, 2025, https://www-nds.iaea.org/relnsd/vcharthtml/VChartHTML.html
  27. NNDC Chart of Nuclides – ND 2007, International Conference on Nuclear Data for Science and Technology, accessed August 19, 2025, https://nd2007.edpsciences.org/articles/ndata/pdf/2007/01/ndata07530.pdf
  28. LiveChart of Nuclides – Advanced version | IAEA, accessed August 19, 2025, https://www.iaea.org/resources/databases/livechart-of-nuclides-advanced-version
  29. About the NNDC – National Nuclear Data Center, accessed August 19, 2025, https://www.nndc.bnl.gov/about/
  30. NUCLEUS information resources | IAEA, accessed August 19, 2025, https://www.iaea.org/resources/nucleus-information-resources
  31. AMDC – Atomic Mass Data Center – IAEA-NDS, accessed August 19, 2025, https://www-nds.iaea.org/amdc/
  32. Atomic Mass Data Resources | Argonne National Laboratory, accessed August 19, 2025, https://www.anl.gov/phy/atomic-mass-data-resources
  33. The AME 2020 atomic mass evaluation (II). Tables, graphs and references*, accessed August 19, 2025, https://amdc.impcas.ac.cn/masstables/Ame2020/Wang_2021_Chinese_Phys._C_45_030003.pdf
  34. The AME 2020 atomic mass evaluation (II). Tables, graphs and references, accessed August 19, 2025, https://cpc.ihep.ac.cn/article/doi/10.1088/1674-1137/abddaf
  35. The 2020 Atomic Mass Evaluation, accessed August 19, 2025, https://amdc.impcas.ac.cn/web/masseval.html
  36. (PDF) The NUBASE2020 evaluation of nuclear physics properties – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/publication/348641825_The_NUBASE2020_evaluation_of_nuclear_physics_properties
  37. Template:NUBASE2020 – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Template:NUBASE2020
  38. 3.5: Isotopes – Chemistry LibreTexts, accessed August 19, 2025, https://chem.libretexts.org/Courses/Furman_University/CHM101%3A_Chemistry_and_Global_Awareness_(Gordon)/03%3A_Atoms_and_the_Periodic_Table/3.05%3A_Isotopes
  39. Island of stability – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Island_of_stability
  40. The limits of the nuclear landscape explored by the relativistic continuum Hatree-Bogoliubov theory – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/publication/316599028_The_limits_of_the_nuclear_landscape_explored_by_the_relativistic_continuum_Hatree-Bogoliubov_theory
  41. en.wikipedia.org, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotope#:~:text=Numbers%20of%20isotopes%20per%20element,-Of%20the%2080&text=For%20the%2080%20elements%20that,%E2%89%88%203.14%20isotopes%20per%20element.
  42. Monoisotopic elements – IUPAC Commission on Isotopic Abundances and Atomic Weights, accessed August 19, 2025, https://ciaaw.org/monoisotopic-elements.htm
  43. Isotopes (Stable) for all the elements in the Periodic Table, accessed August 19, 2025, https://periodictable.com/Properties/A/StableIsotopes.html
  44. Isotopes of oganesson – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_oganesson
  45. Isotopes of helium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_helium
  46. Isotopes of lithium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_lithium
  47. Isotopes of beryllium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_beryllium
  48. Isotopes of boron – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_boron
  49. Isotopes of carbon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_carbon
  50. Isotopes of nitrogen – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_nitrogen
  51. Isotopes of oxygen – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_oxygen
  52. Isotopes of fluorine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_fluorine
  53. Isotopes of neon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_neon
  54. Isotopes of sodium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_sodium
  55. Isotopes of magnesium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_magnesium
  56. Isotopes of aluminium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_aluminium
  57. Isotopes of silicon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_silicon
  58. Isotopes of phosphorus – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_phosphorus
  59. Isotopes of sulfur – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_sulfur
  60. Isotopes of chlorine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_chlorine
  61. Isotopes of argon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_argon
  62. Isotopes of potassium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_potassium
  63. Isotopes of calcium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_calcium
  64. Isotopes of scandium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_scandium
  65. Isotopes of titanium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_titanium
  66. Isotopes of vanadium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_vanadium
  67. Isotopes of chromium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_chromium
  68. Isotopes of manganese – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_manganese
  69. Isotopes of iron – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_iron
  70. Isotopes of cobalt – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_cobalt
  71. Isotopes of nickel – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_nickel
  72. Isotopes of copper – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_copper
  73. Isotopes of zinc – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_zinc
  74. Isotopes of gallium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_gallium
  75. Isotopes of germanium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_germanium
  76. Isotopes of arsenic – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_arsenic
  77. Isotopes of selenium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_selenium
  78. Isotopes of bromine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_bromine
  79. Isotopes of krypton – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_krypton
  80. Isotopes of rubidium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_rubidium
  81. Isotopes of strontium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_strontium
  82. Isotopes of yttrium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_yttrium
  83. Isotopes of zirconium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_zirconium
  84. Isotopes of niobium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_niobium
  85. Isotopes of molybdenum – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_molybdenum
  86. Isotopes of technetium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_technetium
  87. Isotopes of ruthenium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_ruthenium
  88. Isotopes of rhodium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_rhodium
  89. Isotopes of palladium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_palladium
  90. Isotopes of silver – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_silver
  91. Isotopes of cadmium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_cadmium
  92. Isotopes of indium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_indium
  93. Isotopes of antimony – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_antimony
  94. Isotopes of tellurium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_tellurium
  95. Isotopes of iodine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_iodine
  96. Isotopes of xenon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_xenon
  97. Isotopes of caesium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_caesium
  98. Isotopes of barium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_barium
  99. Isotopes of lanthanum – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_lanthanum
  100. Isotopes of cerium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_cerium
  101. Isotopes of praseodymium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_praseodymium
  102. Isotopes of neodymium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_neodymium
  103. Isotopes of promethium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_promethium
  104. Isotopes of samarium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_samarium
  105. Isotopes of europium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_europium
  106. Isotopes of gadolinium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_gadolinium
  107. Isotopes of terbium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_terbium
  108. Isotopes of dysprosium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_dysprosium
  109. Isotopes of holmium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_holmium
  110. Isotopes of erbium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_erbium
  111. Isotopes of thulium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_thulium
  112. Isotopes of ytterbium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_ytterbium
  113. Isotopes of lutetium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_lutetium
  114. Isotopes of hafnium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_hafnium
  115. Isotopes of tantalum – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_tantalum
  116. Isotopes of tungsten – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_tungsten
  117. Isotopes of rhenium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_rhenium
  118. Isotopes of osmium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_osmium
  119. Isotopes of iridium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_iridium
  120. Isotopes of platinum – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_platinum
  121. Isotopes of gold – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_gold
  122. Isotopes of mercury – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_mercury
  123. Isotopes of thallium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_thallium
  124. Isotopes of lead – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_lead
  125. Isotopes of bismuth – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_bismuth
  126. Isotopes of polonium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_polonium
  127. Isotopes of astatine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_astatine
  128. Isotopes of radon – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_radon
  129. Isotopes of francium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_francium
  130. Isotopes of radium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_radium
  131. Isotopes of actinium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_actinium
  132. Isotopes of thorium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_thorium
  133. Isotopes of protactinium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_protactinium
  134. Isotopes of neptunium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_neptunium
  135. Isotopes of plutonium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_plutonium
  136. Isotopes of americium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_americium
  137. Isotopes of curium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_curium
  138. Isotopes of berkelium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_berkelium
  139. Isotopes of californium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_californium
  140. Isotopes of einsteinium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_einsteinium
  141. Isotopes of fermium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_fermium
  142. Isotopes of mendelevium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_mendelevium
  143. Isotopes of nobelium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_nobelium
  144. Isotopes of lawrencium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_lawrencium
  145. Isotopes of rutherfordium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_rutherfordium
  146. Isotopes of dubnium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_dubnium
  147. Isotopes of seaborgium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_seaborgium
  148. Isotopes of bohrium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_bohrium
  149. Isotopes of hassium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_hassium
  150. Isotopes of meitnerium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_meitnerium
  151. Isotopes of darmstadtium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_darmstadtium
  152. Isotopes of roentgenium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_roentgenium
  153. Isotopes of copernicium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_copernicium
  154. Isotopes of nihonium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_nihonium
  155. Isotopes of flerovium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_flerovium
  156. Isotopes of moscovium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_moscovium
  157. Isotopes of livermorium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_livermorium
  158. Isotopes of tennessine – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_tennessine
  159. Isotopes of uranium – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_uranium
  160. Isotopes of tin – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_tin
  161. Isotopes of hydrogen – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/Isotopes_of_hydrogen
  162. Colourful Nuclide Chart, accessed August 19, 2025, https://people.physics.anu.edu.au/~ecs103/chart/
  163. Tb003: Nuclear Masses and Calculated Ground-State Properties – LANL, accessed August 19, 2025, https://t2.lanl.gov/nis/tour/tb003.html
  164. Nuclear ground-state masses and deformations: FRDM(2012) (Journal Article) | OSTI.GOV, accessed August 19, 2025, https://www.osti.gov/pages/biblio/1248866
  165. Nuclear ground-state masses and deformations: FRDM(2012) – LANL, accessed August 19, 2025, https://t2.lanl.gov/nis/molleretal/publications/ADNDT-FRDM2012.html
  166. Upper panel) Mass differences between HFB-21 and HFB-19 mass models for… | Download Scientific Diagram – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/figure/Upper-panel-Mass-differences-between-HFB-21-and-HFB-19-mass-models-for-all-8509-nuclei_fig13_46586149
  167. Nuclear mass predictions for the crustal composition of neutron stars: A Bayesian neural network approach | Phys. Rev. C – Physical Review Link Manager, accessed August 19, 2025, https://link.aps.org/doi/10.1103/PhysRevC.93.014311
  168. Microscopic mass model for astrophysics – GSI Indico, accessed August 19, 2025, https://indico.gsi.de/event/1963/contributions/6042/attachments/4900/6058/Goriely-BadHonnef.pdf
  169. V.Velazquez – Nuclear Science References (NSR), accessed August 19, 2025, https://www.nndc.bnl.gov/nsr/?search-type=quick&author=V.Velazquez
  170. Validating neural-network refinements of nuclear mass models, accessed August 19, 2025, https://link.aps.org/accepted/10.1103/PhysRevC.97.014306
  171. Refining mass formulas for astrophysical applications: A Bayesian neural network approach, accessed August 19, 2025, https://link.aps.org/doi/10.1103/PhysRevC.96.044308
  172. Nuclear mass predictions based on a convolutional neural network | Phys. Rev. C, accessed August 19, 2025, https://link.aps.org/doi/10.1103/PhysRevC.111.014325
  173. The DNA of nuclear models: How AI predicts nuclear masses – arXiv, accessed August 19, 2025, https://arxiv.org/html/2508.08370
  174. arXiv:2501.01352v2 [nucl-th] 17 Mar 2025, accessed August 19, 2025, https://arxiv.org/pdf/2501.01352
  175. Nuclear mass table in relativistic continuum Hartree-Bogoliubov theory – EPJ Web of Conferences, accessed August 19, 2025, https://www.epj-conferences.org/articles/epjconf/pdf/2016/02/epjconf_nsrt2016_02004.pdf
  176. Exploratory study on the masses of odd-Z nuclei and r-process simulation based on the deformed relativistic Hartree-Bogoliubov theory in continuum – arXiv, accessed August 19, 2025, https://arxiv.org/html/2503.09324v1
  177. Relativistic continuum Hartree-Bogoliubov theory with both zero range and finite range Gogny force and their application – Bohrium, accessed August 19, 2025, https://www.bohrium.com/paper-details/relativistic-continuum-hartree-bogoliubov-theory-with-both-zero-range-and-finite-range-gogny-force-and-their-application/811193525902245889-659
  178. Nuclear Science References (NSR) – National Nuclear Data Center, accessed August 19, 2025, https://www.nndc.bnl.gov/nsr/?search-type=quick&author=X.-W.Xia
  179. Nuclear Science References (NSR) – National Nuclear Data Center, accessed August 19, 2025, https://www.nndc.bnl.gov/nsr/nsrlink.jsp?2018XI02
  180. The limits of the nuclear landscape explored by the relativistic, accessed August 19, 2025, https://yonsei.elsevierpure.com/en/publications/the-limits-of-the-nuclear-landscape-explored-by-the-relativistic-
  181. A Study on Nuclear Physics Fission using the Relativistic Time-dependent Density Functional Theory Approach, accessed August 19, 2025, https://www.physicsresjournal.com/journals/ijpra/ijpra-aid1088.php
  182. Selected advances in nuclear mass predictions based on covariant density functional theory with continuum effects – AAPPS Bulletin, accessed August 19, 2025, https://aappsbulletin.org/cop/bbs/000000000000/selectArticleDetail.do?nttId=4797
  183. The limits of the nuclear landscape explored by the relativistic continuum Hartree–Bogoliubov theory – INIS-IAEA, accessed August 19, 2025, https://inis.iaea.org/records/fwj9h-s5q03
  184. The limits of the nuclear landscape – PubMed, accessed August 19, 2025, https://pubmed.ncbi.nlm.nih.gov/22739315/
  185. 402 nuclei from O to Ti predicted to be bound by the RCHB theory with… – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/figure/nuclei-from-O-to-Ti-predicted-to-be-bound-by-the-RCHB-theory-with-the-covariant-density_fig1_256606450
  186. [1309.3987] Extending the nuclear chart by continuum: from oxygen to titanium – arXiv, accessed August 19, 2025, https://arxiv.org/abs/1309.3987
  187. Shell Structure Evolution of U, Pu, and Cm Isotopes with Deformed Relativistic Hartree–Bogoliubov Theory in a Continuum – MDPI, accessed August 19, 2025, https://www.mdpi.com/2571-712X/8/1/19
  188. Validation and extrapolation of atomic mass with physics-informed fully connected neural network – arXiv, accessed August 19, 2025, https://arxiv.org/html/2501.01352v2
  189. (PDF) Deformed relativistic Hartree-Bogoliubov theory in continuum with a point-coupling functional. II. Examples of odd Nd isotopes – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/publication/362307032_Deformed_relativistic_Hartree-Bogoliubov_theory_in_continuum_with_a_point-coupling_functional_II_Examples_of_odd_Nd_isotopes
  190. Chart of nuclides indicating the range of isotopes discovered and… – ResearchGate, accessed August 19, 2025, https://www.researchgate.net/figure/Chart-of-nuclides-indicating-the-range-of-isotopes-discovered-and-investigated-in-the_fig2_268487477
  191. The limits of the nuclear landscape – Bohrium, accessed August 19, 2025, https://www.bohrium.com/paper-details/the-limits-of-the-nuclear-landscape/813300812414451712-8233
  192. The Nuclear Shell Model towards the Drip Lines – MDPI, accessed August 19, 2025, https://www.mdpi.com/2624-8174/4/2/35
  193. Discovery of 40Mg and 42Al suggests neutron drip-line slant towards heavier isotopes, accessed August 19, 2025, https://pubmed.ncbi.nlm.nih.gov/17960237/
  194. r-process – Wikipedia, accessed August 19, 2025, https://en.wikipedia.org/wiki/R-process
  195. ARIS 2011 charts the nuclear landscape – CERN Courier, accessed August 19, 2025, https://cerncourier.com/a/aris-2011-charts-the-nuclear-landscape/
  196. Why haven’t scientists been able to make elements 119 and 120? : r/AskScienceDiscussion, accessed August 19, 2025, https://www.reddit.com/r/AskScienceDiscussion/comments/1m40uy4/why_havent_scientists_been_able_to_make_elements/
  197. The quest for superheavy elements and the limit of the periodic table – OSTI, accessed August 19, 2025, https://www.osti.gov/servlets/purl/2315603
  198. www.ephys.kz, accessed August 19, 2025, https://www.ephys.kz/journal/vol5/iss2/1/#:~:text=One%20of%20the%20most%20complicated,ms)%20and%20low%20binding%20energy.
  199. Exploring the Borders of the Nuclear Landscape – Physical Review Link Manager, accessed August 19, 2025, https://link.aps.org/doi/10.1103/Physics.16.s40
  200. List of elements by symbol – Simple English Wikipedia, the free encyclopedia, accessed August 19, 2025, https://simple.wikipedia.org/wiki/List_of_elements_by_symbol
  201. Elements with their Symbol and Atomic Number in alphabetical order – Periodic Table of Elements: Los Alamos National Laboratory, accessed August 19, 2025, https://periodic.lanl.gov/list.shtml


- SolveForce -

🗂️ Quick Links

Home

Fiber Lookup Tool

Suppliers

Services

Technology

Quote Request

Contact

🌐 Solutions by Sector

Communications & Connectivity

Information Technology (IT)

Industry 4.0 & Automation

Cross-Industry Enabling Technologies

🛠️ Our Services

Managed IT Services

Cloud Services

Cybersecurity Solutions

Unified Communications (UCaaS)

Internet of Things (IoT)

🔍 Technology Solutions

Cloud Computing

AI & Machine Learning

Edge Computing

Blockchain

VR/AR Solutions

💼 Industries Served

Healthcare

Finance & Insurance

Manufacturing

Education

Retail & Consumer Goods

Energy & Utilities

🌍 Worldwide Coverage

North America

South America

Europe

Asia

Africa

Australia

Oceania

📚 Resources

Blog & Articles

Case Studies

Industry Reports

Whitepapers

FAQs

🤝 Partnerships & Affiliations

Industry Partners

Technology Partners

Affiliations

Awards & Certifications

📄 Legal & Privacy

Privacy Policy

Terms of Service

Cookie Policy

Accessibility

Site Map


📞 Contact SolveForce
Toll-Free: (888) 765-8301
Email: support@solveforce.com

Follow Us: LinkedIn | Twitter/X | Facebook | YouTube