Papers

To access paper attachments, you must be logged in and registered for the meeting.

Register NowLog In

Assessment of Physics-Informed Neural Networks (PINNs) with Transfer Learning (TL) for Incompressible Turbulent Flows

10:00–10:20AM EST

Y.H. Wong (Imperial College London), Y. Duan (Imperial College London), L. Lampunio (Imperial College London), M.D. Eaton (Imperial College London), M.J.Bluck (Imperial College London)

Prediction and Uncertainty Quantification of Critical Heat Flux -- A Comparison Between Generative Conditional VAEs and DNNs

10:20–10:40AM EST

Farah Alsafadi (NCSU), Aidan Furlong (NCSU), Xu Wu (NCSU)

Quantifying Model Uncertainty of Neural-Network Based Turbulence Closures

10:40–11:00AM EST

Cody Grogan (Utah State), Som Dutta (Utah State), Mauricio Tano (INL), Somayajulu L.N. Dhulipala (INL), Izabela Gutowska (Oregon State)


Discussion

To join the conversation, you must be logged in and registered for the meeting.

Register NowLog In