1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CE2025
AK-SLRL: Adaptive Krylov Subspace Exploration Using Single-Life Reinforcement Learning for Sparse Linear System
Hadi Keramati, Feridun Hamdullahpur
This paper presents a single-life reinforcement learning (SLRL) approach to adaptively select the dimension of the Krylov subspace during the generalized minimal residual (GMRES) i…
cs.LG2022★ 1 cited
Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment
Hadi Keramati, Feridun Hamdullahpur
Generative design has been growing across the design community as a viable method for design space exploration. Thermal design is more complex than mechanical or aerodynamic design…
cs.LG2022
Deep convolutional surrogates and degrees of freedom in thermal design
Hadi Keramati, Feridun Hamdullahpur
We present surrogate models for heat transfer and pressure drop prediction of complex fin geometries generated using composite Bezier curves. Thermal design process includes iterat…