Physics Informed Neural Networks in PADova

University of Padova (Italy), February 22-23, 2024

Cortile Antico – Aula Nievo,  Palazzo BO.

website: https://pinn-pad.dicea.unipd.it/

Important dates:

– January 15, 2024. Deadline for sending (to pinn-pad@dicea.unipd.it)

  a title and a 1-page abstract for a CONTRIBUTED TALK (20+5 minutes).

– February 01, 2024. Deadline for the registration (no fee).

The scope of the workshop includes, but is not limited to, the

following topics: PINN-based models for the forward numerical solution

of ODEs and PDEs; solution of ill-posed inverse problems by PINN-based

parameter identification; use of PINN as encoders and decoders for

reduced order models; PINN-based surrogate models of statistical

variables in stochastic simulations; encoding by PINN of matricial

operators and their use in numerical linear algebra applications; Deep

Neural Networks and Machine Learning for PDEs; Advances in Deep Neural

Networks; Stochastic Optimization for Machine Learning.

The registration is free. However, an e-mail must be sent to

pinn-pad@dicea.unipd.it not later than February 01, 2024.