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Sébastien Hamel

lawrence livermore national laboratory

34H指数
214论文数
4.8K被引数
收录论文 55
发表时间
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Hydrogen-helium immiscibility boundary in gas-giant planetary interiors from machine-learning molecular dynamics木星类巨行星内部氢-氦不混溶边界的机器学习分子动力学研究
errNature Communications
IF15.7
err2026-09-01
err0
errOAAI
errXiaoyu Wang; Sebastien Hamel; Bingqing Cheng
err分享
err收藏
Cluster-based Bayesian optimization for application-specific interatomic potential training基于聚类的贝叶斯优化用于特定应用场景的原子间势能训练
errComputational Materials Science
IF3.3
err2026-08-04
err0
PREAI
errJoshua A. Vita; Jared Stimac; Logan Williams; Ya Ju Fan; Kyle Bushick; Vincenzo Lordi; Sebastien Hamel; Amit Samanta; Benjamin Laubach; Rebecca Lindsey
err分享
err收藏
Equilibrium and non-equilibrium effects in high pressure phase transformations of carbon高压下碳相变中的平衡与非平衡效应
errCommunications Materials
IF9.6
err2026-05-20
err0
errOAAI
errYanjun Lyu; Sorin Bastea; Sebastien Hamel; Vincenzo Lordi; Rebecca K. Lindsey
err分享
err收藏
Benchmarking the performance of uncertainty quantification methods for neural network-based interatomic potentials神经网络基相互作用势的不确定性量化方法性能基准测试
errJournal of Cheminformatics
IF5.7
err2026-04-13
err0
errOAAI
errNicholas T. Wimer; Juliane Mueller; Sebastien Hamel; Vincenzo Lordi
err分享
err收藏
Machine-learned quantum molecular dynamics calculations of warm dense equation of state and ionic transport coefficients of deuterated water机器学习量子分子动力学计算温密状态方程及重水中的离子输运系数
errPhysical Review E
IF2.4
err2026-04-09
err0
PREAI
errBerrens, Margaret L.; Schilling, Oleg; Bauer, Evan B.; Pask, John E.; Rudd, Robert E.; Portwood, Gavin D.; Hamel, Sebastien; Babati, Lucas J.; Baalrud, Scott D.; Shaffer, Nathaniel R.
err分享
err收藏
Compression Behavior of Lithium Fluoride up to 80 GPa and 2300 K氟化锂在80 GPa和2300 K条件下的压缩行为
errJournal of Physics and Chemistry of Solids
IF4.9
err2026-02-08
err0
PREAI
errKanani K.M. Lee; Harrison W. Horn; Markus Daene; Frederick Farah; Sarah M. Arveson; Yue Meng; Dean Smith; Rostislav Hrubiak; Sebastien Hamel; Eric Dutra; Minta Akin
err分享
err收藏
Advancing material modeling in hydrocodes using a concurrent finite-element and molecular dynamics multiscale framework采用耦合有限元与分子动力学多尺度框架推进水动力学代码中的材料建模
errPHYSICAL REVIEW E
IF2.4
err2025-11-21
err0
PREAI
errLinke, Tim A.; Sterbentz, Dane M.; Delplanque, Jean-Pierre R.; Hamel, Sebastien; Korner, Kevin A.; Myint, Philip C.; Benedict, Lorin X.; Belof, Jonathan L.
err分享
err收藏
Model-free estimation of completeness, uncertainties, and outliers in atomistic machine learning using information theory基于信息理论的原子级机器学习中完整性、不确定性和异常值的模型无关估计
errNATURE COMMUNICATIONS
IF15.7
err2025-04-29
err1
errOAAI
errSchwalbe-Koda, Daniel; Hamel, Sebastien; Sadigh, Babak; Zhou, Fei; Lordi, Vincenzo
err分享
err收藏
ChIMES Carbon 2.0: A transferable machine-learned interatomic model harnessing multifidelity training dataChIMES Carbon 2.0：一种可转移的机器学习原子间模型，利用多保真度训练数据
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2025-02-07
err2
errOAAI
errLindsey, Rebecca K.; Bastea, Sorin; Hamel, Sebastien; Goldman, Nir; Lordi, Vincenzo
err分享
err收藏
Interpretable, extensible linear and symbolic regression models for charge density prediction using a hierarchy of many-body correlation descriptors
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
PREAI
errIyer, Gopal R.; Kumar, Shashikant; Borda, Edgar Josue Landinez; Sadigh, Babak; Hamel, Sebastien; Bulatov, Vasily; Lordi, Vincenzo; Samanta, Amit
err分享
err收藏
Response of fs-Laser-Irradiated Diamond by Ultrafast Electron Diffraction
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2024-10-22
err1
PREAI
errBernal, Franky; Riffe, Erika J.; Devlin, Shane W.; Hamel, Sebastien; Lindsey, Rebecca K.; Reid, Alexander H.; Mo, Mianzhen; Luo, Duan; Kramer, Patrick; Shen, Xiaozhe; Nadarajah, Athavan; Stacey, Alastair; Prawer, Steven; Whitley, Heather D.; Schwartz, Craig P.; Saykally, Richard J.
err分享
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Accuracy, transferability, and computational efficiency of interatomic potentials for simulations of carbon under extreme conditions
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-08-28
err0
PREAI
errWillman, Jonathan T.; Gonzalez, Joseph M.; Nguyen-Cong, Kien; Hamel, Sebastien; Lordi, Vincenzo; Oleynik, Ivan I.
err分享
err收藏
Ice Phase Classification Made Easy with Score-Based Denoising
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-08-06
err0
errOAAI
errSun, Hong; Hamel, Sebastien; Hsu, Tim; Sadigh, Babak; Lordi, Vincenzo; Zhou, Fei
err分享
err收藏
High pressure melt line of nickel using a generalized embedded atomic method potential
errAPPLIED PHYSICS LETTERS
IF3.6
err2024-06-04
err1
PREAI
errZhao, Liming; Hamel, Sebastien; Lordi, Vincenzo; Samanta, Amit
err分享
err收藏
Evidence for dissociation in shock-compressed methane
errPHYSICAL REVIEW B
IF3.7
err2024-02-09
err3
PREAI
errTabak, G.; Rygg, J. R.; Millot, M.; Kim, Y. -j.; Hamel, S.; Celliers, P. M.; Fratanduono, D. E.; Ali, S.; Erskine, D.; Boehly, T. R.; Suer, T. -A.; Dasenbrock-gammon, N.; Dias, R.; Zhang, S.; Hu, S. X.; Hansen, L. E.; Henderson, B. J.; Zaghoo, M.; Ogawa, T.; Murayama, D.; Miyanishi, K.; Ozaki, N.; Sano, T.; Jeanloz, R.; Hicks, D. G.; Eggert, J. H.; Collins, G. W.
err分享
err收藏
Structural study of hcp and liquid iron under shock compression up to 275 GPa
errPHYSICAL REVIEW B
IF3.7
err2023-11-13
err4
errOAAI
errSingh, Saransh; Briggs, Richard; Gorman, Martin G.; Benedict, Lorin X.; Wu, Christine J.; Hamel, Sebastien; Coleman, Amy L.; Coppari, Federica; Fernandez-Panella, Amalia; McGuire, Christopher; Sims, Melissa; Wicks, June K.; Eggert, Jon H.; Fratanduono, Dayne E.; Smith, Raymond F.
err分享
err收藏
Development of an interatomic potential for the W-Ta systemW-ta系统原子间势的发展
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-10-01
err7
PREAI
errSharma, Bajrang; Teh, Ying Shi; Sadigh, Babak; Hamel, Sebastien; Bulatov, Vasily; Samanta, Amit
err分享
err收藏
Chemical evolution in nitrogen shocked beyond the molecular stability limit
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-08-25
err5
errOAAI
errLindsey, Rebecca K.; Bastea, Sorin; Lyu, Yanjun; Hamel, Sebastien; Goldman, Nir; Fried, Laurence E.
err分享
err收藏
Wide-ranged multiphase equation of state for iron and model variations addressing uncertainties in high-pressure melting
errPHYSICAL REVIEW B
IF3.7
err2023-07-07
err13
errOAAI
errWu, Christine J.; Benedict, Lorin X.; Myint, Philip C.; Hamel, Sebastien; Prisbrey, Carrie J.; Leek, James R.
err分享
err收藏
Thermal transport in warm dense matter revealed by refraction-enhanced x-ray radiography with a deep-neural-network analysis
errCOMMUNICATIONS PHYSICS
IF5.8
err2023-05-10
err17
errOAAI
errJiang, S.; Landen, O. L.; Whitley, H. D.; Hamel, S.; London, R.; Clark, D. S.; Sterne, P.; Hansen, S. B.; Hu, S. X.; Collins, G. W.; Ping, Y.
err分享
err收藏

研究方向

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