Program

Opening remarks Carlos Sing Long

Gianluca Iaccarino

Title: Experiments with Machine Learning in Fluids Applications

Coffee break

Mateo Díaz, Caltech

Title: Clustering a mixture of Gaussians with unknown covariance.

Lunch

Paula Aguirre, UC Chile

Title: Combining earth observation data and hybrid machine learning methods for modelling of natural hazards: the case of landslides and wildfires

Ignacio Muga, PUCV

Title: Neural Control: improving the quality of finite-element solutions

Coffee break

Francisco Sahli, UC Chile

Title: Δ-PINNs: physics-informed neural networks on complex geometries

Nicolás García Trillos, U. of Wisconsin Madison

Title: Analysis of adversial robustness and of other problems in modern machine learning

Reception

Daniele Schiavazzi, U. of Notre Dame

Title: Adaptive variational inference for physics-based models

Coffee break

Anastasios Matzavinos, UC Chile

Title: Data assimilation and uncertainty quantification in molecular dynamics

Luis Martí, INRIA Chile

Title:

Closing remarks.