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Stephan Mandt

university of california

29H指数
173论文数
3.8K被引数
收录论文 13
发表时间
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Thermodynamically consistent machine learning model for excess Gibbs energy热力学一致性的超额吉布斯能机器学习模型
errNature Communications
IF15.7
err2026-04-14
err0
errOAAI
errMarco Hoffmann; Thomas Specht; Quirin Göttl; Jakob Burger; Stephan Mandt; Hans Hasse; Fabian Jirasek
err分享
err收藏
JANET: Joint Adaptive predictioN-region Estimation for Time-seriesJANET：面向时间序列的联合自适应预测区域估计
errMachine Learning
IF2.9
err2025-06-23
err0
errOAAI
errEshant English; Eliot Wong-Toi; Matteo Fontana; Stephan Mandt; Padhraic Smyth; Christoph Lippert
err分享
err收藏
Transferring climate change physical knowledge传递气候变化物理知识
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2025-04-08
err1
errOAAI
errImmorlano, Francesco; Eyring, Veronika; de Gouville, Thomas le Monnier; Accarino, Gabriele; Elia, Donatello; Mandt, Stephan; Aloisio, Giovanni; Gentine, Pierre
err分享
err收藏
Comparing storm resolving models and climates via unsupervised machine learning (vol 13, 22365, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2024-03-28
err0
errOAAI
errMooers, Griffin; Pritchard, Mike; Beucler, Tom; Srivastava, Prakhar; Mangipudi, Harshini; Peng, Liran; Gentine, Pierre; Mandt, Stephan
err分享
err收藏
HANNA: hard-constraint neural network for consistent activity coefficient prediction
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err0
errOAAI
errSpecht, Thomas; Nagda, Mayank; Fellenz, Sophie; Mandt, Stephan; Hasse, Hans; Jirasek, Fabian
err分享
err收藏
Comparing storm resolving models and climates via unsupervised machine learning
errSCIENTIFIC REPORTS
IF3.9
err2023-12-15
err11
errOAAI
errMooers, Griffin; Pritchard, Mike; Beucler, Tom; Srivastava, Prakhar; Mangipudi, Harshini; Peng, Liran; Gentine, Pierre; Mandt, Stephan
err分享
err收藏
An Introduction to Neural Data Compression
errFOUNDATIONS AND TRENDS IN COMPUTER GRAPHICS AND VISION
IF9.3
err2023-01-01
err30
errOAAI
errYang, Yibo; Mandt, Stephan; Theis, Lucas
err分享
err收藏
Learning to simulate high energy particle collisions from unlabeled data
errSCIENTIFIC REPORTS
IF3.9
err2022-05-09
err27
errOAAI
errHoward, Jessica N.; Mandt, Stephan; Whiteson, Daniel; Yang, Yibo
err分享
err收藏
Making thermodynamic models of mixtures predictive by machine learning: matrix completion of pair interactions
errCHEMICAL SCIENCE
IF7.4
err2022-01-01
err16
errOAAI
errJirasek, Fabian; Bamler, Robert; Fellenz, Sophie; Bortz, Michael; Kloft, Marius; Mandt, Stephan; Hasse, Hans
err分享
err收藏
Improving sequential latent variable models with autoregressive flows改进具有自回归流的序贯潜变量模型
errMACHINE LEARNING
IF2.9
err2021-11-18
err1
errOAAI
errMarino, Joseph; Chen, Lei; He, Jiawei; Mandt, Stephan
err分享
err收藏
Hybridizing physical and data-driven prediction methods for physicochemical properties
errCHEMICAL COMMUNICATIONS
IF4.2
err2020-01-01
err24
errOAAI
errJirasek, Fabian; Bamler, Robert; Mandt, Stephan
err分享
err收藏
Sparse probit linear mixed model
errMACHINE LEARNING
IF2.9
err2017-07-13
err9
errOAAI
errMandt, Stephan; Wenzel, Florian; Nakajima, Shinichi; Cunningham, John; Lippert, Christoph; Kloft, Marius
err分享
err收藏
Fermionic transport and out-of-equilibrium dynamics in a homogeneous Hubbard model with ultracold atoms
errNATURE PHYSICS
IF18.4
err2012-01-15
err362
PREAI
errSchneider, Ulrich; Hackermueller, Lucia; Ronzheimer, Jens Philipp; Will, Sebastian; Braun, Simon; Best, Thorsten; Bloch, Immanuel; Demler, Eugene; Mandt, Stephan; Rasch, David; Rosch, Achim
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
E
Eugene Demler
H 指数: 95 · 论文数: 940
P
Pierre Gentine
H 指数: 82 · 论文数: 704
陈蕾 封面图
陈蕾 (Lei Chen)
H 指数: 79 · 论文数: 1.3K
P
Padhraic Smyth
H 指数: 77 · 论文数: 485
V
Veronika Eyring
H 指数: 71 · 论文数: 457
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