Learning to control partial differential equations: Regularized Fitted Q-Iteration approach. - Amir-massoud Farahmand; Saleh Nabi; Piyush Grover; Daniel Nikovski (CDC, 2016)

Deep reinforcement learning for partial differential equation control. - Amir-massoud Farahmand; Saleh Nabi; Daniel Nikolaev Nikovski (ACC, 2017)

Sparse Sensing and DMD-Based Identification of Flow Regimes and Bifurcations in Complex Flows. - Boris Kramer; Piyush Grover; Petros Boufounos; Saleh Nabi; Mouhacine Benosman (SIAM J. Appl. Dyn. Syst., 2017)

Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control. - Yangchen Pan; Amir-massoud Farahmand; Martha White; Saleh Nabi; Piyush Grover; Daniel Nikovski (ICML, 2018)

Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment. - Hongtao Qiao; Xu Han; Saleh Nabi; Christopher R. Laughman (Modelica, 2019)

Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow. - Sanjana Vijayshankar; Saleh Nabi; Ankush Chakrabarty; Piyush Grover; Mouhacine Benosman (ACC, 2020)

Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations. - Aniketh Kalur; Saleh Nabi; Mouhacine Benosman (ACC, 2021)

Physics-Informed Koopman Network. - Yuying Liu; Aleksei Sholokhov; Hassan Mansour; Saleh Nabi (CoRR, 2022)

Co-design of reduced-order models and observers from thermo-fluid data. - Sanjana Vijayshankar; Ankush Chakrabarty; Piyush Grover; Saleh Nabi (IFAC J. Syst. Control., 2022)

Quadrotor Motion Planning in Stochastic Wind Fields. - Marcus Greiff; Abraham P. Vinod; Saleh Nabi; Stefano Di Cairano (ACC, 2023)

Deep Born Operator Learning for Reflection Tomographic Imaging. - Qingqing Zhao; Yanting Ma; Petros Boufounos; Saleh Nabi; Hassan Mansour (ICASSP, 2023)

Reinforcement learning-based estimation for partial differential equations. - Saviz Mowlavi; Mouhacine Benosman; Saleh Nabi (CoRR, 2023)

Optimal control of PDEs using physics-informed neural networks. - Saviz Mowlavi; Saleh Nabi (J. Comput. Phys., 2023)

Single-Pixel Imaging Of Dynamic Flows Using Neural Ode Regularization. - Aleksei Sholokhov; Joshua Rapp; Saleh Nabi; Steven L. Brunton; J. Nathan Kutz; Hassan Mansour (ICASSP, 2024)

Single-Pixel Imaging of Spatio-Temporal Flows Using Differentiable Latent Dynamics. - Aleksei Sholokhov; Saleh Nabi; Joshua Rapp; Steven L. Brunton; J. Nathan Kutz; Petros T. Boufounos; Hassan Mansour (IEEE Trans. Computational Imaging, 2024)

Data-Driven Control of COVID-19 in Buildings: A Reinforcement-Learning Approach. - Ashkan Haji Hosseinloo; Saleh Nabi; Anette Hosoi; Munther A. Dahleh (IEEE Trans Autom. Sci. Eng., 2024)