Saleh Nabi

According to our database, Saleh Nabi authored at least 14 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Optimal control of PDEs using physics-informed neural networks.

Saviz Mowlavi, Saleh Nabi

J. Comput. Phys., 2023

Reinforcement learning-based estimation for partial differential equations.

Saviz Mowlavi, Mouhacine Benosman, Saleh Nabi

CoRR, 2023

Deep Born Operator Learning for Reflection Tomographic Imaging.

Qingqing Zhao, Yanting Ma, Petros Boufounos, Saleh Nabi, Hassan Mansour

Proceedings of the IEEE International Conference on Acoustics, 2023

Quadrotor Motion Planning in Stochastic Wind Fields.

Marcus Greiff, Abraham P. Vinod, Saleh Nabi, Stefano Di Cairano

Proceedings of the American Control Conference, 2023

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

Data-driven control of COVID-19 in buildings: a reinforcement-learning approach.

Ashkan Haji Hosseinloo, Saleh Nabi, Anette E. Hosoi, Munther A. Dahleh

CoRR, 2022

Physics-Informed Koopman Network.

Yuying Liu, Aleksei Sholokhov, Hassan Mansour, Saleh Nabi

CoRR, 2022

2021

Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations.

Aniketh Kalur, Saleh Nabi, Mouhacine Benosman

Proceedings of the 2021 American Control Conference, 2021

2020

Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow.

Sanjana Vijayshankar, Saleh Nabi, Ankush Chakrabarty, Piyush Grover, Mouhacine Benosman

Proceedings of the 2020 American Control Conference, 2020

2019

Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment.

Hongtao Qiao, Xu Han, Saleh Nabi, Christopher R. Laughman

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, 2019

2018

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

Proceedings of the 35th International Conference on Machine Learning, 2018

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

Deep reinforcement learning for partial differential equation control.

Amir-massoud Farahmand, Saleh Nabi, Daniel Nikolaev Nikovski

Proceedings of the 2017 American Control Conference, 2017

2016

Learning to control partial differential equations: Regularized Fitted Q-Iteration approach.

Amir-massoud Farahmand, Saleh Nabi, Piyush Grover, Daniel Nikovski

Proceedings of the 55th IEEE Conference on Decision and Control, 2016