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Image for Learning as Solving the Right PDE: Geometry, separability, curved manifolds and the structure hiding inside every learning problem

Learning as Solving the Right PDE: Geometry, separability, curved manifolds and the structure hiding inside every learning problem

Presented by: Alexandre Quemy

What if supervised learning were just solving the right partial differential equation? This talk traces the research journey behind Intrinsic Green's Learning — from a 2D Poisson classifier to Riemannian manifolds, brain-computer interfaces, and open problems at the frontier of geometry and machine learning.

Elements Scientific Conference

2026-10-23

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Who We Are

A synergy of expertise in science and engineering built in academia, big tech and small organizations.

Photo of Alexandre Quemy, Ph.D.

AI
Data Science
Software Engineering

Alexandre Quemy, Ph.D.

AI, Data Science, Software Engineering

Photo of Gregoire Cattan, Ph.D.

Software Engineering
Quantum Physics
BCI

Gregoire Cattan, Ph.D.

Software Engineering, Quantum Physics, BCI

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