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Headshot of Justin M. Baker

Justin M. Baker

Hedrick Assistant Adjunct Professor

Computational & Applied Mathematics, UCLA

Office:520 Portola Plaza, Los Angeles, CA 90095 Email:justin@math.ucla.edu
Google Scholar ORCID GitHub Data Science Group

Research & Interests

  • Explainable AI for science: memory kernels, emergence, reproducibility
  • Operator-theoretic and statistical mechanics based ML (Mori–Zwanzig)
  • Geometric deep learning for molecules and materials
  • PDE-constrained learning for ultrafast optics & laser digital twins

Selected Publications