Dynamical mean field theory for models of confluent tissues and beyond
Persia Jana Kamali and Pierfrancesco Urbani. (2023) "Dynamical mean field theory for models of confluent tissues and beyond". SciPost Physics 15 (2023), no. 5, 219.
CV
Education
- Ph.D in Computational Neuroscience, Bocconi University, 2028 (expected)
- M.S. in Physics of Complex Systems, Politecnico di Torino, 2023
- B.S. in Engineering Physics, Politecnico di Torino, 2021
Work experience
- February 2024 - July 2024: Research Assistant
- Bocconi University, Milan, Italy
- Duties includes: Study Hopfield networks and implement a biologically plausible learning rule in recurrent neural networks
- Supervisor: Prof. Nicolas Brunel & Dr. Marco Benedetti
- February 2023 — July 2023: Master Internship
- Institut de Physique Théorique, Gif-sur-Yvette, France
- Duties included: Study the literature on Dynamical Mean Field Theory and apply it on the problem of confluent tissue
- Supervisor: Dr. Pierfrancesco Urbani
Skills
- Programming
- C
- Julia
- Python
- Languages
- Italian
- English
- Czech
- French
Publications
Stochastic gradient descent outperforms gradient descent in recovering a high- dimensional signal in a glassy energy landscape
Persia Jana Kamali and Pierfrancesco Urbani. (2023). "Stochastic gradient descent outperforms gradient descent in recovering a high-dimensional signal in a glassy energy landscape". arXiv preprint arXiv:2309.04788.
Teaching
Service and leadership
- I am the representative of the PhD students in Computer Science
For a more detailed CV, download this pdf.