Serafim Grubas

icon company University of Alberta icon location Edmonton icon location PhD Candidate at University of Alberta Inspired by signal processing, seismology, machine learning, PINNs. Strive for systematic approach.

Results 3 comments of Serafim Grubas

`FanovaImportanceEvaluator` mutates `study.trials[-1].distributions` when a parameter has dynamic range

A follow-up question. Currently, by default, Optuna does not properly calculate parameters importance, it skips those with dynamic ranges (the reproducible code is exactly as I attached above). This issue...

Adding example on Physics-Informed Neural Networks for solving Eikonal equation

Hello, I revised the pull request in accordance with your comments, please review Serafim

Adding example on Physics-Informed Neural Networks for solving Eikonal equation

> @sgrubas sorry this PR has slipped through the cracks. Since Keras has changed from tf backend to multi-backend. If you are open to converting this to a Keras 3...