Henrique Ennes

henrique.lovisi-ennes[at]inria.fr

Inria Centre at Université Côte d'Azur, 2004 Rte des Lucioles
Byron 311
Valbonne, France

Computer Science PhD student in Quantum Topology at INRIA Université Côte d'Azur, advised by Clément Maria and Nicolas Nisse.
Former Mathematical Modeling Master's student at FGV-EMAp advised by Raphaël Tinarrage and César Camacho.
Graduated from Whitman College in Mathematics and Physics.
I also collaborate as a data scientist at FGV CERI.
My latest CV.
My codes can be all found in Github.



Research

Most of my interest lies within topology, algebra and geometry, and their applications to classical and quantum complexity theory. I also intensely love statistics and machine learning, both theoretical and applied, so you can find me tackling some problems in these fields now and then!

Quantum Topology: knots and 3-manifolds, classical vs. quantum computing, quantum invariants, combinatorial group theory

Foundations of data science: topological data analysis (TDA), group invariant tasks in machine learning, manifold learning

Mathematical modeling: statistics and machine learning modeling, natural language processing (NLP), extreme value theory (EVT)


Publications

LieDetect: Detection of representation orbits of compact Lie groups from point clouds, with Raphaël Tinarrage. 2023. Preprint. An algorithm for the estimation of orbits of linear representations of Lie groups from finite samples, allowing to retrieve the precise representation as a sum of irreps.

Two-body bound states through yukawa forces and perspectives on hydrogen and deuterium, with Moira Gresham and Alexander Shaw. 2021. American Journal of Physics, 89(5):511–520, 2021. Numerical solutions to the two-body quantum bound state problem with Yukawa potential.


Talks

2 May 2024 Porquerolles, France. DataShape Yearly Seminar. From Fields to Topology: Constructing TQFT invariants through Physics.
31 Jan 2024 Sophia Antipolis, France. DataShape Seminar. Detection of Representation Orbits of Compact Lie Groups from Point Clouds.
31 Jul 2023 Kyoto, Japan. TDA Week. Poster: Detection of compact Lie group representations in point clouds and image data.
16 Mar 2023 Rio de Janeiro, Brazil. Transforming the Role of International Courts and Tribunals in a New Era of Adjudication. Debator.

Teaching

Sep 2023 - Dec 2023

Introduction to Mathematical Modelling Applied to Law. Direito FGV (in Portuguese).


Misc