Suraj Pawar

According to our database, Suraj Pawar authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

Multi-fidelity reinforcement learning framework for shape optimization.

Sahil Bhola, Suraj Pawar, Prasanna Balaprakash, Romit Maulik

J. Comput. Phys., June, 2023

2022

Physics guided neural networks for modelling of non-linear dynamics.

Haakon Robinson, Suraj Pawar, Adil Rasheed, Omer San

Neural Networks, 2022

Prospects of federated machine learning in fluid dynamics.

Omer San, Suraj Pawar, Adil Rasheed

CoRR, 2022

Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems.

Omer San, Suraj Pawar, Adil Rasheed

CoRR, 2022

Decentralized digital twins of complex dynamical systems.

Omer San, Suraj Pawar, Adil Rasheed

CoRR, 2022

2021

Distributed deep reinforcement learning for simulation control.

Suraj Pawar, Romit Maulik

Mach. Learn. Sci. Technol., 2021

2020

Physics guided machine learning using simplified theories.

Suraj Pawar, Omer San, Burak Aksoylu, Adil Rasheed, Trond Kvamsdal

CoRR, 2020

A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction.

Shady E. Ahmed, Suraj Pawar, Omer San, Adil Rasheed, Mandar V. Tabib

CoRR, 2020

2019

A non-intrusive reduced order modeling framework for quasi-geostrophic turbulence.

Sk. Mashfiqur Rahman, Suraj Pawar, Omer San, Adil Rasheed, Traian Iliescu

CoRR, 2019