Atul Agrawal

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Modeling Framework

Unconstrained Optimization

Top Venues

J. Comput. Phys.

Publications

Atul Agrawal, Phaedon-Stelios Koutsourelakis
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty. J. Comput. Phys. 508 (2024)
Atul Agrawal, Kislaya Ravi, Phaedon-Stelios Koutsourelakis, Hans-Joachim Bungartz
Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators. CoRR (2023)
Atul Agrawal, Phaedon-Stelios Koutsourelakis
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty. CoRR (2023)
Didier Lucor, Atul Agrawal, Anne Sergent
Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection. J. Comput. Phys. 456 (2022)
Divya Shyam Singh, Atul Agrawal, D. Roy Mahapatra
A reduced-order modeling framework for simulating signatures of faults in a bladed disk. CoRR (2021)
Didier Lucor, Atul Agrawal, Anne Sergent
Physics-aware deep neural networks for surrogate modeling of turbulent natural convection. CoRR (2021)