Andrea Combette ☕️
Andrea Combette

Physics Student

About Me

I am a master’s student in physics at the École Normale Supérieure in Paris, specializing in machine learning and computational physics. Recently, I completed my master’s degree at the École Normale Supérieure de Lyon, focusing on physics modeling. I am currently working on physics-informed neural networks for ocean data reconstruction.

Interests
  • Computational Physics
  • Machine Learning
  • All pretty things
Education
  • Ecole préparatoire aux grandes écoles, 2020

    Lycée Joffre

  • BSE of General Physics, 2023

    Ecole Normale Supérieure, Paris

  • Master degree in Physics, 2024

    Ecole Normale Supérieure, Paris, Lyon

About

My work has involved various projects centered on temporal and spatial simulations, with a particular focus on stochastic and physical phenomena. On this website, I will present several significant projects broadly covering the field of computational physics. We will explore the numerical resolution of various types of partial differential equations (PDEs) applied to a wide range of physical phenomena, as well as the use of Monte Carlo simulations for modeling both quantum and classical systems.

In addition, I have a strong interest in machine learning. Consequently, I will showcase various projects in this field, ranging from biological applications to more physics-oriented topics, such as SIREN and LSTM networks. These projects will cover classical regression and classification problems, as well as more complex topics, including the study of generative adversarial networks (GANs) and diffusion models.

This site is still under construction and is maintained and complete during my free time, feel free to contact me if you have any suggestion or question.
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