Deep reinforcement learning for heat exchanger shape optimization

Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

Computing, Computer Science, Algorithms +16

Gmsh: A 3‐D finite element mesh generator with built‐in pre‐ and post‐processing facilities

Christophe Geuzaine, Jean‐François Remacle · International Journal for Numerical Methods in Engineering · 2009 · 7.6K citations · Full text

Computing, Computational Engineering, Visualization +16

Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement

Thomas J.R. Hughes, J. Austin Cottrell, Yuri Bazilevs · Computer Methods in Applied Mechanics and Engineering · 2005 · 6.2K citations · Full text

Computing, Computational Engineering, Computer Science +17

A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics

Ehsan Haghighat, Maziar Raissi, Adrian Moure et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 1.2K citations

Engineering, Computational Engineering, Physics +16

Application of rough surfaces to heat exchanger design

Ralph L. Webb, E. R. G. Eckert · International Journal of Heat and Mass Transfer · 1972 · 622 citations

Engineering, Chemical Engineering, Mechanical Engineering +14