2 papers
physics.flu-dyn2026
CFDTwin: An open-source GUI and Python toolkit for POD-NN surrogate modeling of ANSYS Fluent simulations
Daniel Curl, Han Hu
High-fidelity computational fluid dynamics (CFD) is widely used for thermal-fluid design, but repeated CFD solves remain expensive for design optimization, uncertainty analysis, an…
cs.LG2026
Open datasets and machine learning for two-phase heat transfer: a review following a spatial-temporal taxonomy
Christy Dunlap, Hari Pandey, Ridwan Olabiyi +9
Two-phase heat transfer underpins boiling, condensation, immersion cooling, flow boiling, energy conversion, and electronics thermal management, but its coupled interfacial physics…