45 citations · 56 across the 3 of their papers we have counts for
3 papers
physics.flu-dyn2024★ 9 cited
Optimal mesh generation for a non-iterative grid-converged solution of flow through a blade passage using deep reinforcement learning
Innyoung Kim, Jonghyun Chae, Donghyun You
An automatic mesh generation method for optimal computational fluid dynamics (CFD) analysis of a blade passage is developed using deep reinforcement learning (DRL). Unlike conventi…
cs.LG2022★ 2 cited
Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning
Innyoung Kim, Sejin Kim, Donghyun You
A method using deep reinforcement learning (DRL) to non-iteratively generate an optimal mesh for an arbitrary blade passage is developed. Despite automation in mesh generation usin…
cs.LG2021★ 45 cited
Multi-condition multi-objective optimization using deep reinforcement learning
Sejin Kim, Innyoung Kim, Donghyun You
A multi-condition multi-objective optimization method that can find Pareto front over a defined condition space is developed for the first time using deep reinforcement learning. U…