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G
Gabriel Stoltz
institut polytechnique de paris
24
H指数
178
论文数
2.6K
被引数
0
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25
发表时间
发表时间
IF
被引数
Neural Network Approaches for Variance Reduction in Fluctuation Formulas
波动公式中用于方差缩减的神经网络方法
SIAM-ASA Journal on Uncertainty Quantification
IF
1.9
2026-01-01
0
PRE
AI
Pavliotis, G. A.; Spacek, R.; Stoltz, G.; Vaes, U.
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Improving sampling by modifying the effective diffusion
通过修改有效扩散来改善采样
Journal of Computational Physics
IF
3.8
2025-08-21
0
OA
AI
T. Leliévre; R. Santet; G. Stoltz
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Machine learning assisted canonical sampling (Mlacs)
机器学习辅助规范采样 (Mlacs)
Computer Physics Communications
IF
3.4
2025-07-17
0
PRE
AI
Aloïs Castellano; Romuald Béjaud; Pauline Richard; Olivier Nadeau; Clément Duval; Grégory Geneste; Gabriel Antonius; Johann Bouchet; Antoine Levitt; Gabriel Stoltz; François Bottin
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Sampling metastable systems using collective variables and Jarzynski-Crooks paths
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2025-04-01
0
OA
AI
Schonle, C.; Gabrie, M.; Lelievre, T.; Stoltz, G.
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Autoencoders for dimensionality reduction in molecular dynamics: Collective variable dimension, biasing, and transition states
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2023-07-11
5
OA
AI
Belkacemi, Zineb; Bianciotto, Marc; Minoux, Herve; Lelievre, Tony; Stoltz, Gabriel; Gkeka, Paraskevi
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Computing Surface Reaction Rates by Adaptive Multilevel Splitting Combined with Machine Learning and Ab Initio Molecular Dynamics
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF
5.5
2023-06-05
5
OA
AI
Pigeon, Thomas; Stoltz, Gabriel; Corral-Valero, Manuel; Anciaux-Sedrakian, Ani; Moreaud, Maxime; Lelievre, Tony; Raybaud, Pascal
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Frequency and field-dependent response of confined electrolytes from Brownian dynamics simulations
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2023-03-08
9
OA
AI
Minh, The Hoang Ngoc; Stoltz, Gabriel; Rotenberg, Benjamin
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Ab initio canonical sampling based on variational inference
PHYSICAL REVIEW B
IF
3.7
2022-10-20
7
OA
AI
Castellano, Alois; Bottin, Francois; Bouchet, Johann; Levitt, Antoine; Stoltz, Gabriel
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Chasing Collective Variables Using Autoencoders and Biased Trajectories
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF
5.5
2021-12-29
53
OA
AI
Belkacemi, Zineb; Gkeka, Paraskevi; Lelievre, Tony; Stoltz, Gabriel
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Machine Learning Force Fields and Coarse-Grained Variables in Molecular Dynamics: Application to Materials and Biological Systems
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF
5.5
2020-06-19
131
OA
AI
Gkeka, Paraskevi; Stoltz, Gabriel; Farimani, Amir Barati; Belkacemi, Zineb; Ceriotti, Michele; Chodera, John D.; Dinner, Aaron R.; Ferguson, Andrew L.; Maillet, Jean-Bernard; Minoux, Herve; Peter, Christine; Pietrucci, Fabio; Silveira, Ana; Tkatchenko, Alexandre; Trstanova, Zofia; Wiewiora, Rafal; Lelievre, Tony
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Cluster dynamics modelling of materials: A new hybrid deterministic/stochastic coupling approach
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2017-12-01
17
OA
AI
Terrier, Pierre; Athenes, Manuel; Jourdan, Thomas; Adjanor, Gilles; Stoltz, Gabriel
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Stable schemes for dissipative particle dynamics with conserved energy
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2017-07-01
13
OA
AI
Stoltz, Gabriel
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Robust determination of maximally localized Wannier functions
PHYSICAL REVIEW B
IF
3.7
2017-02-06
26
OA
AI
Cances, Eric; Levitt, Antoine; Panati, Gianluca; Stoltz, Gabriel
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An accurate scheme to solve cluster dynamics equations using a Fokker-Planck approach
使用fokker-planck方法求解簇动力学方程的精确方案
COMPUTER PHYSICS COMMUNICATIONS
IF
3.4
2016-10-01
17
OA
AI
Jourdan, T.; Stoltz, G.; Legoll, F.; Monasse, L.
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Coupling a reactive potential with a harmonic approximation for atomistic simulations of material failure
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2016-06-01
1
OA
AI
Tejada, Ignacio G.; Brochard, Laurent; Lelievre, Tony; Stoltz, Gabriel; Legoll, Frederic; Cances, Eric
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Partial differential equations and stochastic methods in molecular dynamics
ACTA NUMERICA
IF
11.3
2016-05-23
127
PRE
AI
Lelievre, Tony; Stoltz, Gabriel
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New parallelizable schemes for integrating the Dissipative Particle Dynamics with Energy conservation
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2016-01-12
11
OA
AI
Homman, Ahmed-Amine; Maillet, Jean-Bernard; Roussel, Julien; Stoltz, Gabriel
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Free energy calculations from adaptive molecular dynamics simulations with adiabatic reweighting
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2014-03-27
2
OA
AI
Cao, Lingling; Stoltz, Gabriel; Lelievre, Tony; Marinica, Mihai-Cosmin; Athenes, Manuel
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Local density dependent potential for compressible mesoparticles
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2014-03-20
7
OA
AI
Faure, Gerome; Maillet, Jean-Bernard; Stoltz, Gabriel
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Free energy calculations from adaptive molecular dynamics simulations with adiabatic reweighting
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2014-03-11
15
OA
AI
Cao, Lingling; Stoltz, Gabriel; Lelievre, Tony; Marinica, Mihai-Cosmin; Athenes, Manuel
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研究方向
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E
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H 指数: 86 · 论文数: 622
A
Alexandre Tkatchenko
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J
J. Bouchet
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