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J

Jigyasa Nigam

massachusetts institute of technology (mit)

9H指数
22论文数
634被引数
收录论文 9
发表时间
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Editorial for machine learning for understanding the physics of chemical processes机器学习理解化学过程物理学的社论
errJournal of Physics-Condensed Matter
IF2.6
err2026-01-16
err0
PREAI
errNigam, Jigyasa; Veit, Max
err分享
err收藏
Scalable emulation of protein equilibrium ensembles with generative deep learning使用生成式深度学习对蛋白质平衡态集合的可扩展模拟
errScience
IF45.8
err2025-07-10
err0
PREAI
errSarah Lewis; Tim Hempel; José Jiménez-Luna; Michael Gastegger; Yu Xie; Andrew Y. K. Foong; Victor García Satorras; Osama Abdin; Bastiaan S. Veeling; Iryna Zaporozhets; Yaoyi Chen; Soojung Yang; Adam E. Foster; Arne Schneuing; Jigyasa Nigam; Federico Barbero; Vincent Stimper; Andrew Campbell; Jason Yim; Marten Lienen; Yu Shi; Shuxin Zheng; Hannes Schulz; Usman Munir; Roberto Sordillo; Ryota Tomioka; Cecilia Clementi; Frank Noé
err分享
err收藏
Expanding density-correlation machine learning representations for anisotropic coarse-grained particles
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-08-20
err0
errOAAI
errLin, Arthur; Huguenin-Dumittan, Kevin K.; Cho, Yong-Cheol; Nigam, Jigyasa; Cersonsky, Rose K.
err分享
err收藏
Electronic Excited States from Physically Constrained Machine Learning来自物理约束机器学习的电子激发态
errACS CENTRAL SCIENCE
IF10.4
err2024-02-29
err4
errOAAI
errCignoni, Edoardo; Suman, Divya; Nigam, Jigyasa; Cupellini, Lorenzo; Mennucci, Benedetta; Ceriotti, Michele
err分享
err收藏
Unified theory of atom-centered representations and message-passing machine-learning schemes
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-05-26
err26
errOAAI
errNigam, Jigyasa; Pozdnyakov, Sergey; Fraux, Guillaume; Ceriotti, Michele
err分享
err收藏
Equivariant representations for molecular Hamiltonians and N-center atomic-scale properties
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-01-04
err35
errOAAI
errNigam, Jigyasa; Willatt, Michael J.; Ceriotti, Michele
err分享
err收藏
Optimal radial basis for density-based atomic representations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-09-09
err20
errOAAI
errGoscinski, Alexander; Musil, Felix; Pozdnyakov, Sergey; Nigam, Jigyasa; Ceriotti, Michele
err分享
err收藏
Multi-scale approach for the prediction of atomic scale properties
errCHEMICAL SCIENCE
IF7.4
err2021-01-01
err49
errOAAI
errGrisafi, Andrea; Nigam, Jigyasa; Ceriotti, Michele
err分享
err收藏
Recursive evaluation and iterative contraction of N-body equivariant features
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-09-22
err66
errOAAI
errNigam, Jigyasa; Pozdnyakov, Sergey; Ceriotti, Michele
err分享
err收藏

研究方向

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合作学者
合作期刊
B
Benedetta Mennucci
H 指数: 84 · 论文数: 566
F
Frank Noé
H 指数: 70 · 论文数: 405
M
Michele Ceriotti
H 指数: 62 · 论文数: 416
C
Cecilia Clementi
H 指数: 55 · 论文数: 181
R
Ryota Tomioka
H 指数: 37 · 论文数: 131
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