Alex Colagrande

AI Researcher

France0 mo experience

Key Highlights

PhD researcher focused on AI for science.
Expertise in deep learning and neural networks.
Innovative approaches to training neural models.

Stackforce AI infers this person is a Machine Learning researcher specializing in AI applications for scientific research.

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Skills

Core Skills

Machine LearningDeep LearningNeural Networks

Other Skills

Numerical SimulationsBackpropagation AlternativesC++PythonProblem solving

About

I'm a PhD student working on Machine Learning for physics and engineering. My main interests lie in subquadratic architectures that scale, stability of neural surrogates, and hard-coding inductive biases into models, from theory to practice.

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Université paris dauphine - psl

PHD Researcher

Nov 2024 – Present · 1 yr 6 mos · Parigi, Ile-de-France, Francia · On-site

I work on AI4Science from a theoretical and practical perspective with the goal to enhance numerical simulations through Deep Learning techniques under the supervision of Prof. Alexandre Allauzen.

Deep LearningNumerical SimulationsMachine Learning

Psl research university

Research Internship

May 2024 – Oct 2024 · 5 mos · Paris, Île-de-France, France · On-site

I've worked, under the supervision of Prof. Alexandre Allauzen and Dott. Paul Caillon, on alternatives to Back propagation to train deep neural networks models. During this internship we were able to improve consistently the state of the art of Forward-only training of neural networks. The results were submitted to a conference and they are still under review.

Deep LearningNeural NetworksBackpropagation Alternatives