Suraj Pawar

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Optimization Scheme

Reinforcement Learning

Top Venues

Mach. Learn. Sci. Technol.

J. Comput. Phys.

Neural Networks

Publications

Sahil Bhola, Suraj Pawar, Prasanna Balaprakash, Romit Maulik
Multi-fidelity reinforcement learning framework for shape optimization. J. Comput. Phys. 482 (2023)
Omer San, Suraj Pawar, Adil Rasheed
Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems. CoRR (2022)
Sahil Bhola, Suraj Pawar, Prasanna Balaprakash, Romit Maulik
Multi-fidelity reinforcement learning framework for shape optimization. CoRR (2022)
Omer San, Suraj Pawar, Adil Rasheed
Decentralized digital twins of complex dynamical systems. CoRR (2022)
Omer San, Suraj Pawar, Adil Rasheed
Prospects of federated machine learning in fluid dynamics. CoRR (2022)
Haakon Robinson, Suraj Pawar, Adil Rasheed, Omer San
Physics guided neural networks for modelling of non-linear dynamics. CoRR (2022)
Haakon Robinson, Suraj Pawar, Adil Rasheed, Omer San
Physics guided neural networks for modelling of non-linear dynamics. Neural Networks 154 (2022)
Suraj Pawar, Romit Maulik
Distributed deep reinforcement learning for simulation control. Mach. Learn. Sci. Technol. 2 (2) (2021)
Suraj Pawar, Omer San, Burak Aksoylu, Adil Rasheed, Trond Kvamsdal
Physics guided machine learning using simplified theories. CoRR (2020)
Shady E. Ahmed, Suraj Pawar, Omer San, Adil Rasheed, Mandar V. Tabib
A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. CoRR (2020)
Sk. Mashfiqur Rahman, Suraj Pawar, Omer San, Adil Rasheed, Traian Iliescu
A non-intrusive reduced order modeling framework for quasi-geostrophic turbulence. CoRR (2019)