1 citations · 2 across the 2 of their papers we have counts for
2 papers
math.OC2023★ 1 cited
Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators
Atul Agrawal, Kislaya Ravi, Phaedon-Stelios Koutsourelakis +1
Constrained optimization of the parameters of a simulator plays a crucial role in a design process. These problems become challenging when the simulator is stochastic, computationa…
physics.flu-dyn2023★ 1 cited
Physics-Informed Tensor Basis Neural Network for Turbulence Closure Modeling
Leon Riccius, Atul Agrawal, Phaedon-Stelios Koutsourelakis
Despite the increasing availability of high-performance computational resources, Reynolds-Averaged Navier-Stokes (RANS) simulations remain the workhorse for the analysis of turbule…