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