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ORCIDSaleh Nabi
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2020 – today
- 2024
[j5]Ashkan Haji Hosseinloo
, Saleh Nabi, Anette Hosoi, Munther A. Dahleh:
Data-Driven Control of COVID-19 in Buildings: A Reinforcement-Learning Approach. IEEE Trans Autom. Sci. Eng. 21(4): 5691-5699 (2024)- [j4]Aleksei Sholokhov, Saleh Nabi, Joshua Rapp, Steven L. Brunton, J. Nathan Kutz, Petros T. Boufounos, Hassan Mansour:
Single-Pixel Imaging of Spatio-Temporal Flows Using Differentiable Latent Dynamics. IEEE Trans. Computational Imaging 10: 1124-1138 (2024) - [c9]Aleksei Sholokhov, Joshua Rapp, Saleh Nabi, Steven L. Brunton, J. Nathan Kutz, Hassan Mansour:
Single-Pixel Imaging Of Dynamic Flows Using Neural Ode Regularization. ICASSP 2024: 2530-2534 - 2023
- [j3]Saviz Mowlavi, Saleh Nabi:
Optimal control of PDEs using physics-informed neural networks. J. Comput. Phys. 473: 111731 (2023) - [c8]Marcus Greiff, Abraham P. Vinod, Saleh Nabi, Stefano Di Cairano:
Quadrotor Motion Planning in Stochastic Wind Fields. ACC 2023: 4619-4625 - [c7]Qingqing Zhao, Yanting Ma, Petros Boufounos, Saleh Nabi, Hassan Mansour:
Deep Born Operator Learning for Reflection Tomographic Imaging. ICASSP 2023: 1-5 - [i4]Saviz Mowlavi, Mouhacine Benosman, Saleh Nabi:
Reinforcement learning-based estimation for partial differential equations. CoRR abs/2302.01189 (2023) - 2022
- [j2]Sanjana Vijayshankar, Ankush Chakrabarty, Piyush Grover, Saleh Nabi:
Co-design of reduced-order models and observers from thermo-fluid data. IFAC J. Syst. Control. 19: 100181 (2022) - [i3]Yuying Liu, Aleksei Sholokhov, Hassan Mansour, Saleh Nabi:
Physics-Informed Koopman Network. CoRR abs/2211.09419 (2022) - [i2]Ashkan Haji Hosseinloo, Saleh Nabi, Anette E. Hosoi, Munther A. Dahleh:
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach. CoRR abs/2212.13559 (2022) - 2021
- [c6]Aniketh Kalur, Saleh Nabi, Mouhacine Benosman:
Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations. ACC 2021: 4497-4502 - 2020
- [c5]Sanjana Vijayshankar, Saleh Nabi, Ankush Chakrabarty, Piyush Grover, Mouhacine Benosman:
Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow. ACC 2020: 2351-2356
2010 – 2019
- 2019
- [c4]Hongtao Qiao, Xu Han, Saleh Nabi, Christopher R. Laughman:
Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment. Modelica 2019: 157:028 - 2018
- [c3]Yangchen Pan, Amir-massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski:
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control. ICML 2018: 3983-3992 - [i1]Yangchen Pan, Amir-massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski:
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control. CoRR abs/1806.06931 (2018) - 2017
- [j1]Boris Kramer, Piyush Grover, Petros Boufounos, Saleh Nabi, Mouhacine Benosman:
Sparse Sensing and DMD-Based Identification of Flow Regimes and Bifurcations in Complex Flows. SIAM J. Appl. Dyn. Syst. 16(2): 1164-1196 (2017) - [c2]Amir-massoud Farahmand, Saleh Nabi, Daniel Nikolaev Nikovski:
Deep reinforcement learning for partial differential equation control. ACC 2017: 3120-3127 - 2016
- [c1]Amir-massoud Farahmand, Saleh Nabi, Piyush Grover, Daniel Nikovski:
Learning to control partial differential equations: Regularized Fitted Q-Iteration approach. CDC 2016: 4578-4585
Coauthor Index
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