Enrico Ortu

Enrico Ortu's picture

Ph.D. candidate in Scienze Matematiche , 40th cycle (2024-2027)
Department of Mathematical Sciences (DISMA)

Docente esterno e/o collaboratore didattico
Department of Mathematical Sciences (DISMA)

Profile

PhD

Research topic

Physics-informed Machine Learning for accelerating computations in electrostatic simulations

Tutors

Research interests

Fisica Matematica / Mathematical Physics
Meccanica statistica del disequilibrio e teorie cinetiche / Non-equilibrium statistical mechanics and kinetic theory

Biography

My interests in Mathematical-Physics, and in science, are broad but my research mostly covers three main areas.
As an affiliate with the Concept Lab at IIT, I study electrostatic interactions between biomolecules developing physics-informed Machine Learning solutions to accelerate computations in Implicit Solvent models.
In the field of non-equilibrium statistical mechanics I participate in extending the applicability of the Exact Response Theory to a broader range of systems.
With my Master's Thesis I started to explore quantum many-body systems, focusing on quantum vortices from binary mixtures of Bose-Einstein Condensates and in the understanding of dynamical transitions they undergo during scattering processes.

Teaching

Teachings

Bachelor of Science