Multi-task deep neural network for predicting both nuclear fission yields and their experimental errors in peak-shaped data
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Ueno, Maomi, Zhang, Enbo, Fuchimoto, Kazuma, Chiba, Satoshi, Chen, Jingde, Ishizuka, Chikako |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Physics-Embedded Bayesian Neural Network (PE-BNN) to predict Energy Dependence of Fission Product Yields with Fine Structures
par: Chen, Jingde, et autres
Publié: (2025)
par: Chen, Jingde, et autres
Publié: (2025)
Connection of four-dimensional Langevin model and Hauser-Feshbach theory to describe statistical decay of fission fragments
par: Fujio, Kazuki, et autres
Publié: (2023)
par: Fujio, Kazuki, et autres
Publié: (2023)
Shell effects and the neutron emission within the multi-dimensional Langevin model for nuclear fission
par: Ivanyuk, F. A., et autres
Publié: (2026)
par: Ivanyuk, F. A., et autres
Publié: (2026)
The 5-dimensional Langevin approach to fission of atomic nuclei
par: Ivanyuk, F. A., et autres
Publié: (2023)
par: Ivanyuk, F. A., et autres
Publié: (2023)
Shell effects and multi-chance fission in the sub-lead region
par: Ivanyuk, F. A., et autres
Publié: (2025)
par: Ivanyuk, F. A., et autres
Publié: (2025)
Correlated transitions in TKE and mass distributions of fission fragments described by 4-D Langevin equation
par: Usang, M. D., et autres
Publié: (2018)
par: Usang, M. D., et autres
Publié: (2018)
Global prediction of nuclear charge density distributions using deep neural network
par: Shang, Tian Shuai, et autres
Publié: (2024)
par: Shang, Tian Shuai, et autres
Publié: (2024)
Microscopic model for yields and total kinetic energy in nuclear fission
par: Li, B., et autres
Publié: (2025)
par: Li, B., et autres
Publié: (2025)
Transport properties of nuclear matter from anomalous fission yields
par: Schmidt, Karl-Heinz, et autres
Publié: (2025)
par: Schmidt, Karl-Heinz, et autres
Publié: (2025)
Fourier shape parametrization in covariant density functional theory for nuclear fission
par: Li, Zeyu, et autres
Publié: (2025)
par: Li, Zeyu, et autres
Publié: (2025)
Nuclear mass predictions based on deep neural network and finite-range droplet model (2012)
par: Yiu, To Chung, et autres
Publié: (2023)
par: Yiu, To Chung, et autres
Publié: (2023)
Muon-induced fission as a probe of the underlying dynamics in nuclear fission
par: Ross, Christian, et autres
Publié: (2025)
par: Ross, Christian, et autres
Publié: (2025)
Machine learning inference of fission yields from gamma spectroscopy for very low-yield nuclear test verification
par: de Lanversin, Julien de Troullioud, et autres
Publié: (2026)
par: de Lanversin, Julien de Troullioud, et autres
Publié: (2026)
Distinguishing fission-like events from deep-inelastic collisions
par: Yao, Hong, et autres
Publié: (2024)
par: Yao, Hong, et autres
Publié: (2024)
Study of the Log-third-difference method for the computation of even-odd staggering in fission yields
par: Viñas, Belén Montenegro, et autres
Publié: (2024)
par: Viñas, Belén Montenegro, et autres
Publié: (2024)
EXFOR-based simultaneous evaluation for neutron-induced fission cross section of plutonium-242
par: Okuyama, Riko, et autres
Publié: (2023)
par: Okuyama, Riko, et autres
Publié: (2023)
Dumbbell shapes in the super-asymmetric fission of heavy nuclei
par: Ivanyuk, F. A., et autres
Publié: (2024)
par: Ivanyuk, F. A., et autres
Publié: (2024)
Shell quenching in nuclear charge radii based on Monte Carlo dropout Bayesian neural network
par: Xian, Zhen-Yan, et autres
Publié: (2024)
par: Xian, Zhen-Yan, et autres
Publié: (2024)
Effect of potential-energy-model inaccuracies on predictions of fission-fragment mass distributions based on the Brownian shape-motion method
par: Möller, Peter, et autres
Publié: (2025)
par: Möller, Peter, et autres
Publié: (2025)
Re-optimization of a deep neural network model for electron-carbon scattering using new experimental data
par: Kowal, Beata E., et autres
Publié: (2025)
par: Kowal, Beata E., et autres
Publié: (2025)
Isotopic fission yields of ${}^{240}$Pu as a function of the excitation energy
par: Ramos, D., et autres
Publié: (2026)
par: Ramos, D., et autres
Publié: (2026)
Estimating angular momenta of fission fragments from isomeric yield ratios
par: Gao, Zhihao, et autres
Publié: (2024)
par: Gao, Zhihao, et autres
Publié: (2024)
Architecture as physical prior: cooperative neural network for nuclear masses
par: Zai, Peiwen, et autres
Publié: (2026)
par: Zai, Peiwen, et autres
Publié: (2026)
Ternary fission with the emission of long-range $α$ particles in fission of the heaviest nuclei
par: Khuyagbaatar, J.
Publié: (2024)
par: Khuyagbaatar, J.
Publié: (2024)
Spontaneous fission half-life in Fm isotopes with nuclear energy density functional
par: Washiyama, Kouhei
Publié: (2024)
par: Washiyama, Kouhei
Publié: (2024)
Simultaneous improvements of nuclear mass and charge radius predictions using multi-task Gaussian process approaches
par: Ye, Weihu, et autres
Publié: (2025)
par: Ye, Weihu, et autres
Publié: (2025)
Impact of shape coexistence on the symmetric to asymmetric fission mode transition in Th isotopes
par: Chen, Shengyuan, et autres
Publié: (2025)
par: Chen, Shengyuan, et autres
Publié: (2025)
Generation of fission yield covariance matrices and its application in uncertainty analysis of decay heat
par: Chen, Wendi, et autres
Publié: (2026)
par: Chen, Wendi, et autres
Publié: (2026)
Nuclear mass predictions based on convolutional neural network
par: Lu, Yanhua, et autres
Publié: (2024)
par: Lu, Yanhua, et autres
Publié: (2024)
Excitation energy of fission fragments within nuclear time-dependent density functional theory
par: Bjelčić, Antonio, et autres
Publié: (2025)
par: Bjelčić, Antonio, et autres
Publié: (2025)
The nucleardatapy toolkit for simple access to experimental nuclear data, astrophysical observations, and theoretical predictions
par: Margueron, Jérôme, et autres
Publié: (2025)
par: Margueron, Jérôme, et autres
Publié: (2025)
Learning nuclear cross sections across the chart of nuclides with graph neural networks
par: Choi, Hongjun, et autres
Publié: (2024)
par: Choi, Hongjun, et autres
Publié: (2024)
Highly efficient nuclear population transfer through physics-informed neural networks
par: Liu, Jing, et autres
Publié: (2025)
par: Liu, Jing, et autres
Publié: (2025)
Sound velocity peak and conformality in isospin QCD
par: Chiba, Ryuji, et autres
Publié: (2023)
par: Chiba, Ryuji, et autres
Publié: (2023)
First experimental test of the ratio method for nuclear-reaction analysis
par: Ota, S., et autres
Publié: (2024)
par: Ota, S., et autres
Publié: (2024)
Neural network-based prediction of particle-induced fission cross sections for r-process nucleosynthesis trained with dynamical reaction models
par: Rodríguez-Sánchez, J. L., et autres
Publié: (2025)
par: Rodríguez-Sánchez, J. L., et autres
Publié: (2025)
Deblurring fission fragment mass distributions
par: Nzabahimana, Pierre, et autres
Publié: (2025)
par: Nzabahimana, Pierre, et autres
Publié: (2025)
Robust extrapolation using physics-related activation functions in neural networks for nuclear masses
par: Kim, C. H., et autres
Publié: (2025)
par: Kim, C. H., et autres
Publié: (2025)
Triaxial nuclear shapes from simple ratios of electric-quadrupole matrix elements
par: Lawrie, Elena Atanassova, et autres
Publié: (2024)
par: Lawrie, Elena Atanassova, et autres
Publié: (2024)
The DNA of nuclear models: How AI predicts nuclear masses
par: Richardson, Kate A., et autres
Publié: (2025)
par: Richardson, Kate A., et autres
Publié: (2025)
Documents similaires
-
Physics-Embedded Bayesian Neural Network (PE-BNN) to predict Energy Dependence of Fission Product Yields with Fine Structures
par: Chen, Jingde, et autres
Publié: (2025) -
Connection of four-dimensional Langevin model and Hauser-Feshbach theory to describe statistical decay of fission fragments
par: Fujio, Kazuki, et autres
Publié: (2023) -
Shell effects and the neutron emission within the multi-dimensional Langevin model for nuclear fission
par: Ivanyuk, F. A., et autres
Publié: (2026) -
The 5-dimensional Langevin approach to fission of atomic nuclei
par: Ivanyuk, F. A., et autres
Publié: (2023) -
Shell effects and multi-chance fission in the sub-lead region
par: Ivanyuk, F. A., et autres
Publié: (2025)