Saviz Mowlavi
Optimal control of PDEs using physics-informed neural networks
S Mowlavi, S Nabi
Journal of Computational Physics 473, 111731, 2023
In vivo observations and in vitro experiments on the oral phase of swallowing of Newtonian and shear-thinning liquids
S Mowlavi, J Engmann, A Burbidge, R Lloyd, P Hayoun, B Le Reverend, ...
Journal of Biomechanics 49 (16), 3788-3795, 2016
A model experiment to understand the oral phase of swallowing of Newtonian liquids
P Hayoun, J Engmann, S Mowlavi, B Le Reverend, A Burbidge, ...
Journal of Biomechanics 48 (14), 3922-3928, 2015
Model order reduction for stochastic dynamical systems with continuous symmetries
S Mowlavi, TP Sapsis
SIAM Journal on Scientific Computing 40 (3), A1669-A1695, 2018
Detecting Lagrangian coherent structures from sparse and noisy trajectory data
S Mowlavi, M Serra, E Maiorino, L Mahadevan
Journal of Fluid Mechanics 948, A4, 2022
Control of linear instabilities by dynamically consistent order reduction on optimally time-dependent modes
A Blanchard, S Mowlavi, TP Sapsis
Nonlinear Dynamics 95, 2745-2764, 2019
Interplay between hysteresis and nonlocality during onset and arrest of flow in granular materials
S Mowlavi, K Kamrin
Soft Matter 17 (31), 7359-7375, 2021
Spatio-temporal stability of the Kármán vortex street and the effect of confinement
S Mowlavi, C Arratia, F Gallaire
Journal of Fluid Mechanics 795, 187-209, 2016
Particle size selection in capillary instability of locally heated coaxial fiber
S Mowlavi, I Shukla, PT Brun, F Gallaire
Physical Review Fluids 4 (6), 064003, 2019
Global convergence of receding-horizon policy search in learning estimator designs
X Zhang, S Mowlavi, M Benosman, T Başar
arXiv preprint arXiv:2309.04831, 2023
Reinforcement learning-based estimation for partial differential equations
S Mowlavi, M Benosman, S Nabi
arXiv preprint arXiv:2302.01189, 2023
Topology optimization with physics-informed neural networks: application to noninvasive detection of hidden geometries
S Mowlavi, K Kamrin
arXiv preprint arXiv:2303.09280, 2023
Contact model for elastically anisotropic bodies and efficient implementation into the discrete element method
S Mowlavi, K Kamrin
Granular Matter 23, 1-29, 2021
Controlgym: Large-scale control environments for benchmarking reinforcement learning algorithms
X Zhang, W Mao, S Mowlavi, M Benosman, T Başar
6th Annual Learning for Dynamics & Control Conference, 181-196, 2024
Absolute/convective secondary instabilities and the role of confinement in free shear layers
C Arratia, S Mowlavi, F Gallaire
Physical Review Fluids 3 (5), 053901, 2018
Optistate: State estimation of legged robots using gated networks with transformer-based vision and kalman filtering
A Schperberg, Y Tanaka, S Mowlavi, F Xu, B Balaji, D Hong
arXiv preprint arXiv:2401.16719, 2024
Reduced model for capillary breakup with thermal gradients: Predictions and computational validation
I Shukla, F Wang, S Mowlavi, A Guyomard, X Liang, SG Johnson, ...
Physics of Fluids 33 (12), 2021
Policy Optimization for PDE Control with a Warm Start
X Zhang, S Mowlavi, M Benosman, T Başar
arXiv preprint arXiv:2403.01005, 2024
Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularization
X Xie, S Mowlavi, M Benosman
arXiv preprint arXiv:2402.15636, 2024
Dual parametric and state estimation for partial differential equations
S Mowlavi, M Benosman
2023 62nd IEEE Conference on Decision and Control (CDC), 8156-8161, 2023
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