AMS :: Fall Western Sectional Meeting, AMS Special Session

AMS Sectional Meeting AMS Special Session

Current as of Wednesday, February 5, 2020 07:49:26

Associate secretaries:

Michel L Lapidus, AMS lapidus@math.ucr.edu

Saturday November 9, 2019, 8:00 a.m.-10:40 a.m.
Special Session on Integrating Forward and Inverse Modeling: Machine Learning and Multiscale,Multiphysics Challenges, I
Room 1101, Watkins Hall
Organizers:
Mark Alber, University of California, Riverside malber@ucr.edu
William Cannon, Pacific Northwest National Laboratory
- 8:00 a.m.
  Computing the Koopman Operator Using Sparse Time-Series Data with Heterogeneous Noise.
  Enoch Yeung*, University of California Santa Barbara
  Aqib Hasnain, University of California Santa Barbara
  Nibodh Boddupalli, University of California Santa Barbara
  Subhrajit Sinha, Pacific Northwest National Laboratory
  (1153-47-523)
- 9:00 a.m.
  A multiscale model of the innate immune response to respiratory fungal infections.
  Reinhard Laubenbacher*, UConn Health and Jackson Laboratory for Genomic Medicine
  (1153-92-397)
- 10:00 a.m.
  Parameter and state estimation using data and physics informed surrogate models.
  Alexandre Tartakovsky*, Pacific Northwest National Laboratory
  Jing Li, Pacific Northwest National Laboratory
  David Barajas-Solano, Pacific Northwest National Laboratory
  (1153-60-486)

Saturday November 9, 2019, 3:00 p.m.-5:40 p.m.
Special Session on Integrating Forward and Inverse Modeling: Machine Learning and Multiscale,Multiphysics Challenges, II
Room 1101, Watkins Hall
Organizers:
Mark Alber, University of California, Riverside malber@ucr.edu
William Cannon, Pacific Northwest National Laboratory
- 3:00 p.m.
  Maximum Caliber can build and infer models for genetic networks.
  Kingshuk Ghosh*, University of Denver
  (1153-60-100)
- 4:00 p.m.
  Rapid calculation of steady states and deep learning of enzyme regulation in metabolic pathways.
  Samuel Britton*, Department of Mathematics, University of California Riverside
  Mark Alber, Department of Mathematics, University of California Riverside
  William Cannon, Computational Mathematics Group, Pacific Northwest National Laboratory
  (1153-92-176)
- 5:00 p.m.
  TALK CANCELLED: Forward and Inverse Reinforcement Learning in Neural Systems.
  Brian A Mitchell*, University of California, Santa Barbara
  Linda R Petzold, University of California, Santa Barbara
  (1153-68-487)