Paper / Presentation
(Including those not the first author)
Paper (Peer Reviewed)
| Date | Cite | Title | Link |
| 2024/07 | J. Chen, Y. Mukobara, C. Ishizuka, T. Katabuchi, S. Chiba, J. Nucl. Sci. Technol. 61, 1509 (2024). | Bayesian approach to energy dependence of fission product yields of 235U by data augmentation | PDFDOIBIBTEX |
| 2024/01 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, T. Katabuchi, S. Chiba, and C. Ishizuka, J. Nucl. Sci. Technol. 61, 206 (2024). | Mean-field dependence of fragment-production cross sections in heavy-ion induced reactions calculated by antisymmetrized molecular dynamics | PDFDOIBIBTEX |
Proceedings (Peer Reviewed)
| Date | Cite | Title | Link |
| 2024/09 | Y. Mukobara, S. Chiba, K. Fujio, T. Katabuchi, and C. Ishizuka, EPJ Web Conf. 306, 01042 (2024). | Fission trajectory analysis using ML techniques | PDFDOIBIBTEX |
| 2024/03 | Y. Mukobara, Y. Shigeto, and M. Shimbo, in Proceedings of EACL, pp. 432–442 (2024). | Rethinking Loss Functions for Fact Verification | PDFURLBIBTEXARXIV |
Other Publications
| Date | Cite | Title | Link |
| 2024/09 | Y. Mukobara, Journal of Natural Language Processing 31, 3 (2024). | Rethinking Loss Functions for Fact Verification | PDFDOIBIBTEX |
Oral Presentation (Non Peer Reviewed)
| Date | Cite | Title | Link |
| 2024/03 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, T. Katabuchi, Atomic Energy Society of Japan Spring Meeting, (2024). | Dependence of heavy-ion cross sections calculated by AMD on the mean-field models | URL |
| 2024/03 | C. Ishizuka, Y. Mukobara, S. Chiba, Atomic Energy Society of Japan Spring Meeting, (2024). | Analysis of fission trajectories based on machine learning | URL |
| 2024/03 | J. Chen, Y. Mukobara, C. Ishizuka, S.Chiba, T. Katabuchi, Atomic Energy Society of Japan Spring Meeting, (2024). | Improving Accuracy of Fission Product Yields by Physics-Informed Bayesian Neural Network | URL |
| 2023/09 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, T. Katabuchi, Atomic Energy Society of Japan Autumn Meeting, (2023). | Coordination dependence of the ground state of the mean-field model by antisymmetrized molecular dynamics | URL |
| 2023/09 | C. Ishizuka, Y. Mukobara, S. Chiba, Atomic Energy Society of Japan Autumn Meeting, (2023). | Langevin trajectory analysis for a better understanding of the fission mechanism | URL |
| 2023/09 | J. Chen, Y. Mukobara, C. Ishizuka, S.Chiba, T. Katabuchi, Atomic Energy Society of Japan Autumn Meeting, (2023). | Improving accuracy of fission products yields by data augmentation | URL |
| 2023/08 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, S. Chiba, T. Katabuchi, C. Ishizuka, The 1st IReNA-Ukakuren Joint Workshop, (2023) | Cross section evaluation of the dependence of the mean field model on antisymmetrized molecular dynamics | URL |
| 2023/03 | J. Chen, Y. Mukobara, C. Ishizuka, S.Chiba, Atomic Energy Society of Japan Spring Meeting, (2023). | Evaluation of energy dependence of fission products yields of 235U by Bayes deeplearning | URL |
| 2023/03 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, Atomic Energy Society of Japan Spring Meeting, (2023). | Mean-field model dependence of the p+12C, 27Al reaction cross sections at 100 to 200 MeV region in antisymmetrized molecular dynamics | URL |
| 2022/10 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, 5th International Workshop on Nuclear Data Covariances CW2022, (2022) | Uncertainty in prediction of heavy-ion reactions brought by mean-field models studied by Antisymmetrized Molecular Dynamics | |
| 2022/09 | J. Chen, Y. Mukobara, C. Ishizuka, S.Chiba, Atomic Energy Society of Japan Autumn Meeting, (2022). | Evaluation of fission products yields with machine learning | URL |
| 2022/09 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, Atomic Energy Society of Japan Autumn Meeting, (2022). | Evaluation of Mean Field Model Dependence in Heavy Ion Injection Reactions Using Antisymmetrized Molecular Dynamics with Double Differential Cross Sections | URL |
| 2022/03 | Y. Mukobara, J. Chen, C. Ishizuka, S. Chiba, T. Inakura, Atomic Energy Society of Japan Spring Meeting, (2022). | Dependence of heavy-ion incident particle production cross sections on the mean-field model in antisymmetrized molecular dynamics calculations | URL |
Poster Presentation (Non Peer Reviewed)
| Date | Cite | Title | Link |
| 2024/11 | Y. Mukobara, S. Chiba, T. Katabuchi, C. Ishizuka, Symposium on Nuclear Data, (2024). | Trajectory analysis of the 4-D Langevin model using principal component analysis | |
| 2024/11 | Y. Mukobara, T. Inakura, A. Ono, H. Iwamoto, S. Chiba, T. Katabuchi, C. Ishizuka, the 23rd Young Researchers and Engineers Workshop, (2024). | Cross-section evaluation in reaction systems for heavy ion therapy | |
| 2024/03 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, T. Katabuchi, Atomic Energy Society of Japan Spring Meeting, (2024). | Dependence of heavy-ion cross sections calculated by AMD on the mean-field models | |
| 2023/11 | Y. Mukobara, S. Chiba, K. Fujio, T. Katabuchi, C. Ishizuka, FUSION23, (2023). | Fission trajectory analysis using ML techniques | |
| 2023/11 | Y. Mukobara, C. Ishizuka, S. Chiba, K. Fujio, T. Katabuchi, Symposium on Nuclear Data, (2023). | 4-D Langevin trajectory analysis using machine learning | |
| 2023/09 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, T. Katabuchi, Atomic Energy Society of Japan Autumn Meeting, (2023). | Coordination dependence of the ground state of the mean-field model by antisymmetrized molecular dynamics | |
| 2023/03 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, Atomic Energy Society of Japan Spring Meeting, (2023). | Mean-field model dependence of the p+12C, 27Al reaction cross sections at 100 to 200 MeV region in antisymmetrized molecular dynamics | |
| 2023/01 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, the 21st Young Researchers and Engineers Workshop, (2023). | Dependence of cross sections calculated by antisymmetrized molecular dynamics on the mean-field model | |
| 2022/11 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, Symposium on Nuclear Data, (2022). | Mean-field model dependence in calculating heavy-ion reaction cross sections by Antisymmetrized Molecular Dynamics | |
| 2022/09 | Y. Mukobara, T. Sanami, A. Ono, T. Inakura, C. Ishizuka, S. Chiba, Atomic Energy Society of Japan Autumn Meeting, (2022). | Evaluation of Mean Field Model Dependence in Heavy Ion Injection Reactions Using Antisymmetrized Molecular Dynamics with Double Differential Cross Sections | |
| 2022/03 | Y. Mukobara, J. Chen, C. Ishizuka, S. Chiba, T. Inakura, Atomic Energy Society of Japan Spring Meeting, (2022). | Dependence of heavy-ion incident particle production cross sections on the mean-field model in antisymmetrized molecular dynamics calculations |