Saleh Nabi

Principal Researcher, AI Hub, Schneider Electric

Joined

July 2019

Names

Saleh Nabi

Emails

****@merl.com (Confirmed)

****@ualberta.ca (Confirmed)

Personal Links

DBLP

Career & Education History

Principal Researcher

AI Hub, Schneider Electric (se.com)

2023 – Present

Principal Research Scientist

Mitsubishi Electric Research Labs (merl.com)

2015 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Physics-informed Neural Networks (PINNs)

2019 – Present

Scientific Machine Learning

2015 – Present

Partial Differential Equations

2015 – Present

Adjoint-based PDE-constrained optimization

2015 – Present

Reduced-order modeling

2015 – Present

Publications

Physics-Informed Koopman Network for time-series prediction of dynamical systems
Yuying Liu, Aleksei Sholokhov, Hassan Mansour, Saleh Nabi
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
Physics-informed neural ODE (PINODE): embedding physics into models using collocation points
Aleksei Sholokhov, Yuying Liu, Hassan Mansour, Saleh Nabi
- 09 Dec 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach
Ashkan Hosseinloo, Saleh Nabi, Anette Hosoi, Munther A. Dahleh
- 09 Dec 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Sparse sensing and DMD-based identification of flow regimes and bifurcations in complex flows
Boris Kramer, Piyush Grover, Petros Boufounos, Saleh Nabi, Mouhacine Benosman
- 10 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Robust preconditioned one-shot methods and direct-adjoint-looping for optimizing Reynolds-averaged turbulent flows
Saleh Nabi, Piyush Grover, Colm P Caulfield
- 10 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Optimal Control of PDEs Using Physics-Informed Neural Networks
Saviz Mowlavi, Saleh Nabi
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- DLDE 2022 Poster
- Readers: Everyone
Reinforcement Learning-Based Estimation for Partial Differential Equations
Saviz Mowlavi, Mouhacine Benosman, Saleh Nabi
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems
Saviz Mowlavi, Mouhacine Benosman, Saleh Nabi
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
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
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone

Saleh Nabi

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors