引用次数
引用: 938
H-指数: 9
I10-指数 : 9
出版物: 28
Koopman mode representations of vortex interactions and instabilities
Igor Mezic , Hassan Arbabi , Samaneh Sadri , Paolo Luzzatto Fegiz
Bulletin of the American Physical Society
2018
Computation of transient Koopman spectrum using Hankel-Dynamic Mode Decompoisition
Igor Mezic , Hassan Arbabi
APS
2
2017
Linking Machine Learning with Multiscale Numerics: Data-Driven Discovery of Homogenized Equations
Hassan Arbabi , Judith E Bunder , Giovanni Samaey , Anthony J Roberts
Springer US
30
2020
Particles to partial differential equations parsimoniously.
Ioannis G. Kevrekidis , Hassan Arbabi
Chaos 31 ( 3) 033137 -033137
2021
Data-driven modeling of chaotic flows with non-Gaussian statistics
Themistoklis Sapsis , Hassan Arbabi
APS Division of Fluid Dynamics Meeting Abstracts
2019
Study of dynamics in post-transient flows using Koopman mode decomposition
Hassan Arbabi , Igor Mezić
Physical Review Fluids 2 ( 12) 124402
83
2017
An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum
Nithin Govindarajan , Hassan Arbabi , Louis van Blargian , Timothy Matchen
conference on decision and control 6477 -6484
4
2016
Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator
Hassan Arbabi , Igor Mezić
Siam Journal on Applied Dynamical Systems 16 ( 4) 2096 -2126
355
2017
A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations
Hassan Arbabi , Milan Korda , Igor Mezic
2018 IEEE Conference on Decision and Control (CDC) 6409 -6414
101
2018
Prandtl-Batchelor theorem for flows with quasiperiodic time dependence
Hassan Arbabi , Igor Mezić
Journal of Fluid Mechanics 862
2
2019
Search strategy in a complex and dynamic environment: the MH370 case
Stefan Ivić , Bojan Crnković , Hassan Arbabi , Sophie Loire
arXiv: Optimization and Control
14
2020
Generative stochastic modeling of strongly nonlinear flows with non-Gaussian statistics
Hassan Arbabi , Themistoklis Sapsis
SIAM/ASA Journal on Uncertainty Quantification 10 ( 2) 555 -583
19
2022
Dynamical-Systems-Guided Learning of PDEs from Data
Hassan Arbabi , Thomas Bertalan , Anthony Roberts , Giovanni Samaey
2020 Virtual AIChE Annual Meeting
2020
Coarse-grained and emergent distributed parameter systems from data
Hassan Arbabi , Felix P Kemeth , Tom Bertalan , Ioannis Kevrekidis
2021 American Control Conference (ACC) 4063 -4068
1
2021
Learning Coarse-Grained Partial Differential Equations from Fine-Scale Data Via Machine Learning
Seungjoon Lee , Georgios Psarellis , Hassan Arbabi , Constantinos Siettos
2020 Virtual AIChE Annual Meeting
2020
On the Computation of Isostables, Isochrons and Other Spectral Objects of the Koopman Operator Using the Dynamic Mode Decomposition
Igor Mezic , Hassan Arbabi
IEICE Proceeding Series ( 29) 1 -4
6
2017
Mean subtraction and mode selection in dynamic mode decomposition
Gowtham S Seenivasaharagavan , Milan Korda , Hassan Arbabi , Igor Mezić
arXiv preprint arXiv:2105.03607
5
2021
Invariant Consistent Dynamic Mode Decomposition
Gowtham S Seenivasaharagavan , Milan Korda , Hassan Arbabi , Igor Mezić
arXiv preprint arXiv:2312.08278
2023
Strategije pretraživanja u složenim dinamičkom okuženju na primjeru MH370
Stefan Ivić , Bojan Crnković , Hassan Arbabi , Sophie Loire
Scientific reports 10
2020
bifurcations of driven cavity flow and their implications for mixing
Hassan Arbabi , Igor Mezic
APS Division of Fluid Dynamics Meeting Abstracts G29. 005 -G29. 005
2015