28–29 Jan 2025
Instituto Superior Técnico - Campus Alameda
Europe/Lisbon timezone

Reduced Models for Relativistic Plasmas: Integration of “particle-in-cell” Simulations and Machine Learning

28 Jan 2025, 13:30
12m
Anfiteatro PA1 (Instituto Superior Técnico - Campus Alameda)

Anfiteatro PA1

Instituto Superior Técnico - Campus Alameda

Av. Rovisco Pais 1, 1049-001 Lisboa

Speaker

Margarida Pereira

Description

The main objective of this project is the development of reduced models for plasma dynamics, formulated as partial differential equations derived from particle-in-cell (PIC) simulations, with a focus on the yet unexplored regime of relativistic plasmas. The development of these models will enable the inclusion of phenomena that can only be captured by kinetic dynamics in fluid models.

Primary author

Presentation materials