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Hi there 👋

I'm a computational-quantum-physicist, holding the chair of Artificial Intelligence and Quantum Physics at the Center for Theoretical Physics of Ecole Polytechnique, around Paris.

I study how to exploit Machine Learning techniques to address Quantum-physical problems, in particular with Neural Quantum States. Given my PhD was in Quantum Optics, I am more interested in complex dissipative, non-equilibrium systems rather than (boring) equilibrium ones. This makes me keen on techniques for encoding symmetries and structure in a neural network, a tough task.

I also try to apply my classical-optimisation knowledge to develop new variational quantum algorithms to simulate quantum systems. On quantum systems. Ain't that funny?

In social circles I pretend I don't understand what MLIR is and hide my nerdiness, but at times I can get hardcore and read assembly. Though, I'd rather not. I'd rather write qasm and embed it in LLVMIR.

I am leading the development of NetKet, a machine learning toolbox for many-body quantum physics. It's a Python package based on Jax. But I'd love to see it written in Julia one day. To ease the pain that writing Python causes me, I contribute to plum, a multiple-dispatch Julia-like system for python.

Filippo Vicentini's Projects

aperturemc icon aperturemc

A monte carlo simulation to find the shape of the aperture, given some experimental diffraction data.

awesome-jax icon awesome-jax

JAX - A curated list of resources https://github.com/google/jax

cpptoml icon cpptoml

cpptoml is a header-only library for parsing TOML

ecpy icon ecpy

Ecpy central application repository

flatten.jl icon flatten.jl

Flatten Julia types to tuples or vectors, and un-flatten them later

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

general icon general

The official registry of general Julia packages

glfw.jl icon glfw.jl

Julia interface to GLFW, a multi-platform library for creating windows with OpenGL contexts and managing input and events.

gpsket icon gpsket

GPS plugin for NetKet (www.netket.org), introducing new models, optimizers and Fermionic functionality.

iterativesolvers.jl icon iterativesolvers.jl

Iterative algorithms for solving linear systems, eigensystems, and singular value problems

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jse_okcupid icon jse_okcupid

Journal of Statistical Education Paper on Using OkCupid Data for Data Science Courses

juliaup icon juliaup

An experimental Julia version manager

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