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Benjamin Peherstorfer

new york university

27H指数
144论文数
4.6K被引数
收录论文 34
发表时间
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Nonlinear model reduction for transport-dominated problems非线性模型降阶方法用于传输主导问题
errActa Numerica
IF11.3
err2026-06-19
err0
errOAAI
errJan S. Hesthaven; Benjamin Peherstorfer; Benjamin Unger
err分享
err收藏
Filtered Neural Galerkin model reduction schemes for efficient propagation of initial condition uncertainties in digital twins基于过滤神经伽辽金模型的降维方案，用于数字孪生中初始条件不确定性的高效传播
errJournal of Computational Physics
IF3.8
err2026-04-03
err0
PREAI
errZhiyang Ning; Benjamin Peherstorfer
err分享
err收藏
Nonlinear model reduction with Neural Galerkin schemes on quadratic manifolds在二次流形上基于神经网络伽辽金方案的非线性模型降阶
errJournal of Computational Physics
IF3.8
err2025-07-20
err0
PREAI
errPhilipp Weder; Paul Schwerdtner; Benjamin Peherstorfer
err分享
err收藏
Editorial: Generative Artificial Intelligence for Predictive Simulations and Decision-Making in Science and Engineering编辑：用于科学和工程领域预测模拟与决策的生成式人工智能
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-12
err0
PREAI
errYoussef Marzouk; Benjamin Peherstorfer
err分享
err收藏
Online learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction基于流数据对二次流形的在线学习，用于非线性降维和非线性模型降维
errPROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3
err2025-05-28
err0
PREAI
errSchwerdtner, Paul; Mohan, Prakash; Pachalieva, Aleksandra; Bessac, Julie; O'Malley, Daniel; Peherstorfer, Benjamin
err分享
err收藏
System stabilization with policy optimization on unstable latent manifolds
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
PREAI
errWerner, Steffen W. R.; Peherstorfer, Benjamin
err分享
err收藏
Uncertainty quantification in coupled wildfire-atmosphere simulations at scale
errPNAS NEXUS
IF3.8
err2024-12-10
err0
errOAAI
errSchwerdtner, Paul; Law, Frederick; Wang, Qing; Gazen, Cenk; Chen, Yi-Fan; Ihme, Matthias; Peherstorfer, Benjamin
err分享
err收藏
NONLINEAR EMBEDDINGS FOR CONSERVING HAMILTONIANS AND OTHER QUANTITIES WITH NEURAL GALERKIN SCHEMES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2024-09-25
err0
PREAI
errSchwerdtner, Paul; Schulze, Philipp; Berman, Jules; Peherstorfer, Benjamin
err分享
err收藏
RANK-MINIMIZING AND STRUCTURED MODEL INFERENCE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2024-05-29
err2
errOAAI
errGoyal, Pawan; Peherstorfer, Benjamin; Benner, Peter
err分享
err收藏
Learning Nonlinear Reduced Models from Data with Operator Inference
errANNUAL REVIEW OF FLUID MECHANICS
IF30.2
err2024-01-19
err13
PREAI
errKramer, Boris; Peherstorfer, Benjamin; Willcox, Karen E.
err分享
err收藏
Neural Galerkin schemes with active learning for high-dimensional evolution equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err13
errOAAI
errBruna, Joan; Peherstorfer, Benjamin; Vanden-Eijnden, Eric
err分享
err收藏
Meta variance reduction for Monte Carlo estimation of energetic particle confinement during stellarator optimization
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-12-01
err0
errOAAI
errLaw, Frederick; Cerfon, Antoine; Peherstorfer, Benjamin; Wechsung, Florian
err分享
err收藏
ACTIVE OPERATOR INFERENCE FOR LEARNING LOW-DIMENSIONAL DYNAMICAL-SYSTEM MODELS FROM NOISY DATA
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-07-05
err4
errOAAI
errUy, Wayne Isaac Tan; Wang, Yuepeng; Wen, Yuxiao; Peherstorfer, Benjamin
err分享
err收藏
MULTIFIDELITY ROBUST CONTROLLER DESIGN WITH GRADIENT SAMPLING*
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-04-28
err2
errOAAI
errWerner, Steffen W. R.; Overton, Michael L.; Peherstorfer, Benjamin
err分享
err收藏
Context-aware learning of hierarchies of low-fidelity models for multi-fidelity uncertainty quantification
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err6
errOAAI
errFarcas, Ionut-Gabriel; Peherstorfer, Benjamin; Neckel, Tobias; Jenko, Frank; Bungartz, Hans-Joachim
err分享
err收藏
MANIFOLD APPROXIMATIONS VIA TRANSPORTED SUBSPACES: MODEL REDUCTION FOR TRANSPORT-DOMINATED PROBLEMS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-02-23
err12
errOAAI
errRim, Donsub; Peherstorfer, Benjamin; Mandli, Kyle T.
err分享
err收藏
Physics-informed regularization and structure preservation for learning stable reduced models from data with operator inference
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err11
errOAAI
errSawant, Nihar; Kramer, Boris; Peherstorfer, Benjamin
err分享
err收藏
Accelerating the estimation of collisionless energetic particle confinement statistics in stellarators using multifidelity Monte Carlo使用多保真度蒙特卡洛加速对恒星器中无碰撞高能粒子限制统计数据的估计
errNUCLEAR FUSION
IF4
err2022-05-04
err10
errOAAI
errLaw, Frederick; Cerfon, Antoine; Peherstorfer, Benjamin
err分享
err收藏
Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-02-01
err12
errOAAI
errKonrad, Julia; Farcas, Ionut-Gabriel; Peherstorfer, Benjamin; Di Siena, Alessandro; Jenko, Frank; Neckel, Tobias; Bungartz, Hans-Joachim
err分享
err收藏
Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-12-01
err65
errOAAI
errBenner, Peter; Goyal, Pawan; Kramer, Boris; Peherstorfer, Benjamin; Willcox, Karen
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Max Gunzburger
H 指数: 73 · 论文数: 584
P
Peter Benner
H 指数: 69 · 论文数: 1.2K
J
Jan S. Hesthaven
H 指数: 68 · 论文数: 438
E
Eric Vanden‐Eijnden
H 指数: 67 · 论文数: 273
F
F. Jenko
H 指数: 58 · 论文数: 691
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