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Scientific Machine Learning Mini-Course
Video recordings are available below:
Physics-Regularized ML:
Oct 1:
Dilip Krishnamurthy
, Carnegie Mellon University PhD
Recording
Oct 8:
Xiaowei Jia
, Asst. Prof. @ University of Pittsburgh & University of Minnesota PhD
Recording
ML Obeying Physical Symmetries:
Oct 15:
Bingqing Cheng
, Trinity College Cambridge & EPFL PhD
Sesssion-1 Recording
Sesssion-2 Recording
Oct 22:
Bharath Ramsundar
, Creator of
DeepChem
& Stanford CS PhD
Physical Theories and Differentiable Programs
Recording
Oct 29:
Jan Hermann
, Freie Universität Berlin & Humboldt University of Berlin Physics PhD
Sesssion-1 Recording
Sesssion-2 Recording
Nov 5:
Tess Smidt
and
Mario Geiger
, Lawrence Berkeley Laboratory & École polytechnique fédérale de Lausanne, respectively
Sesssion-1 Recording
Sesssion-2 Recording
ML-Embedded Physical Models:
Nov 12:
Li Li
, Google Accelerated Science & UC Irvine PhD
Recording
Nov 19:
Christopher Rackauckas
and
Alec Bills
, Massachusetts Institute of Technology & Pumas-AI, and Carnegie Mellon University, respectively
Recording
Dec 3:
Alok Warey
, General Motors & University of Texas at Austin PhD
Recording
Nov 26:
Jesse Bettencourt
, University of Toronto PhD
Recording