Recent Talks :

  • Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp
    Euromech Colloquium on Data-Driven Fluid Dynamics / 2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics
    April 02, 2025 - London, UK
  • Towards Size-Independent Generalization Bounds for Deep Operator Nets
    18th INFORMS Computing Society (ICS) Conference
    March 15, 2025 - Ontario, Canada
  • Measuring the Risk of Solving Fluid Dynamics by Neural Nets
    CFE-CM Statistics 2024
    December 15, 2024 - King's College London, London, UK
    [Slides]
  • Measuring the Risk of Solving Fluid Dynamics by Neural Nets
    CIMIM Seminar
    December 12, 2024 - The University of Manchester, Manchester, UK
    [Slides]