Saleh Nabi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Image Denoising

Reinforcement Learning

Partial Differential Equations

Top Venues

IFAC J. Syst. Control.

Publications

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 (2024)
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)
Saviz Mowlavi, Mouhacine Benosman, Saleh Nabi
Reinforcement learning-based estimation for partial differential equations. CoRR (2023)
Saviz Mowlavi, Saleh Nabi
Optimal control of PDEs using physics-informed neural networks. J. Comput. Phys. 473 (2023)
Qingqing Zhao, Yanting Ma, Petros Boufounos, Saleh Nabi, Hassan Mansour
Deep Born Operator Learning for Reflection Tomographic Imaging. ICASSP (2023)
Marcus Greiff, Abraham P. Vinod, Saleh Nabi, Stefano Di Cairano
Quadrotor Motion Planning in Stochastic Wind Fields. ACC (2023)
Yuying Liu, Aleksei Sholokhov, Hassan Mansour, Saleh Nabi
Physics-Informed Koopman Network. CoRR (2022)
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 (2022)
Ashkan Haji Hosseinloo, Saleh Nabi, Anette E. Hosoi, Munther A. Dahleh
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach. CoRR (2022)
Aniketh Kalur, Saleh Nabi, Mouhacine Benosman
Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations. ACC (2021)
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)
Hongtao Qiao, Xu Han, Saleh Nabi, Christopher R. Laughman
Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment. Modelica (2019)
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)
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 (2018)
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) (2017)
Amir-massoud Farahmand, Saleh Nabi, Daniel Nikolaev Nikovski
Deep reinforcement learning for partial differential equation control. ACC (2017)
Amir-massoud Farahmand, Saleh Nabi, Piyush Grover, Daniel Nikovski
Learning to control partial differential equations: Regularized Fitted Q-Iteration approach. CDC (2016)