Sebastian Kaltenbach - Publications, H-index & Citations

Sebastian Kaltenbach

Harvard University

5H指数

24论文数

120被引数

收录论文 6

发表时间

DeepONet-enhanced bayesian inference for biphasic tumor growth modeling DeepONet增强的贝叶斯推断用于双相肿瘤生长建模

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-03-30

OAAI

Gerasimos Sotiropoulos; Sergey Litvinov; Sebastian Kaltenbach; Constantinos Harkos; Konstantinos Atzarakis; Triantafyllos Stylianopoulos; Petros Koumoutsakos; Vissarion Papadopoulos

Reinforcement learning closures for underresolved partial differential equations using synthetic data

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-01-22

PREAI

Lothar Heimbach; Sebastian Kaltenbach; Petr Karnakov; Francis J. Alexander; Petros Koumoutsakos

Interpretable learning of effective dynamics for multiscale systems 多尺度系统有效动力学的可解释学习

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3

2025-01-31

OAAI

Menier, Emmanuel; Kaltenbach, Sebastian; Yagoubi, Mouadh; Schoenauer, Marc

Generative learning for forecasting the dynamics of high-dimensional complex systems 用于预测高维复杂系统动力学的生成学习

NATURE COMMUNICATIONS

IF15.7

2024-10-16

OAAI

Gao, Han; Kaltenbach, Sebastian; Koumoutsakos, Petros

Semi-supervised invertible neural operators for Bayesian inverse problems

COMPUTATIONAL MECHANICS

IF3.8

2023-03-30

OAAI

Kaltenbach, Sebastian; Perdikaris, Paris; Koutsourelakis, Phaedon-Stelios

Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-10-01

OAAI

Kaltenbach, Sebastian; Koutsourelakis, Phaedon-Stelios

研究方向