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S

Stefan Klus

heriot-watt university

14H指数
87论文数
1.2K被引数
收录论文 15
发表时间
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Data-driven system identification using quadratic embeddings of nonlinear dynamics基于非线性动力学二次嵌入的数据驱动系统辨识
errphysica d nonlinear phenomena
IF0
err2025-08-11
err0
errOAAI
errStefan Klus; Joel-Pascal Ntwali N’konzi
err分享
err收藏
Random walk based snapshot clustering for detecting community dynamics in temporal networks基于随机游走的快照聚类，用于检测时序网络中的社区动态
errScientific Reports
IF3.9
err2025-07-08
err0
errOAAI
errFilip Blašković; Tim O. F. Conrad; Stefan Klus; Nataša Djurdjevac Conrad
err分享
err收藏
Learning dynamical systems from data: Gradient-based dictionary optimization从数据中学习动力系统：基于梯度的字典优化
errphysica d nonlinear phenomena
IF0
err2025-07-07
err0
errOAAI
errMohammad Tabish; Neil K. Chada; Stefan Klus
err分享
err收藏
Variability of SST through Koopman Modes
errJOURNAL OF CLIMATE
IF4
err2024-08-15
err0
PREAI
errNavarra, Antonio; Tribbia, Joe; Klus, Stefan; Lorenzo-Sanchez, Paula
err分享
err收藏
Efficient approximation of molecular kinetics using random Fourier features
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-08-18
err3
errOAAI
errNueske, Feliks; Klus, Stefan
err分享
err收藏
Overcoming the timescale barrier in molecular dynamics: Transfer operators, variational principles and machine learning
errACTA NUMERICA
IF11.3
err2023-05-11
err11
errOAAI
errSchuette, Christof; Klus, Stefan; Hartmann, Carsten
err分享
err收藏
Deeptime: a Python library for machine learning dynamical models from time series data
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-12-10
err61
errOAAI
errHoffmann, Moritz; Scherer, Martin; Hempel, Tim; Mardt, Andreas; de Silva, Brian; Husic, Brooke E.; Klus, Stefan; Wu, Hao; Kutz, Nathan; Brunton, Steven L.; Noe, Frank
err分享
err收藏
Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry量子物理和化学中机器学习问题的对称和反对称核
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-08-06
err12
errOAAI
errKlus, Stefan; Gelss, Patrick; Nueske, Feliks; Noe, Frank
err分享
err收藏
Feature space approximation for kernel-based supervised learning基于核的监督学习的特征空间近似
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-06-01
err3
errOAAI
errGelss, Patrick; Klus, Stefan; Schuster, Ingmar; Schuette, Christof
err分享
err收藏
Estimation of Koopman Transfer Operators for the Equatorial Pacific SST
erradvances in atmospheric sciences
IF2.8
err2021-04-01
err9
errOAAI
errNavarra, Antonio; Tribbia, Joe; Klus, Stefan
err分享
err收藏
Koopman operator-based model reduction for switched-system control of PDEs基于Koopman算子的pde切换系统控制模型约简
errAUTOMATICA
IF5.9
err2019-08-01
err121
errOAAI
errPeitz, Sebastian; Klus, Stefan
err分享
err收藏
Continuous relaxations for the traveling salesman problem旅行商问题的连续松弛
errNONLINEAR DYNAMICS
IF6
err2019-07-15
err3
PREAI
errSahai, Tuhin; Ziessler, Adrian; Klus, Stefan; Dellnitz, Michael
err分享
err收藏
A kernel-based approach to molecular conformation analysis
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2018-12-27
err19
errOAAI
errKlus, Stefan; Bittracher, Andreas; Schuster, Ingmar; Schuette, Christof
err分享
err收藏
Nearest-neighbor interaction systems in the tensor-train format
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-07-01
err13
errOAAI
errGelss, Patrick; Klus, Stefan; Matera, Sebastian; Schuette, Christof
err分享
err收藏
Variational Koopman models: Slow collective variables and molecular kinetics from short off-equilibrium simulations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2017-04-17
err64
errOAAI
errWu, Hao; Nueske, Feliks; Paul, Fabian; Klus, Stefan; Koltai, Peter; Noe, Frank
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
F
Frank Noé
H 指数: 70 · 论文数: 405
S
Steven L. Brunton
H 指数: 69 · 论文数: 627
A
Antonio Navarra
H 指数: 54 · 论文数: 354
C
Christof Schütte
H 指数: 41 · 论文数: 361
M
Mohammad Tabish
H 指数: 39 · 论文数: 136
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