Steeven Janny

About Me

Hi! I have completed my PhD at INSA Lyon within the LIRIS and LAGEPP research labs.

My research interests are at the edges of physics, control, and machine learning. I am deeply interested in physical simulation with deep learning, and looking forward to pursue my research in connected fields, such ML-based control, and robotics.

My background is in electrical engineering and signal processing (MSc), but I also own a degree in artificial intelligence (MSc). In parallel, teaching will always be a part of my career, as I am a "agrégé" teacher in engineering and computer science.

Interests

Machine Learning
Physics
Control
Robotics

Education

PhD in Deep Learning, 2020-2023

INSA Lyon, France
MSc in Artificial Intelligence, 2019-2020

Claude Bernard University, Lyon
MSc in Electronics, Electrotechnics and Automatics, 2018-2019

Ecole Normal Supérieure, Paris-Saclay

Misc

I have successfully defended my PhD ! Here is a link to the manuscript, and the (unnecessarily fancy) slides of my defense.

The slides are made using reveal.js, and the animations are made using d3.js. The code is publicly available (on my github page). Don't hesitate to tell me (mail or X (Twitter)) if you find a way of reusing it for your own presentations !

I made an online tool to explore ArXiv papers and authors in IA: Go check it out!

Education

Senior Data Scientist

Alstom Group

Nov. 2023 – Present Villeurbanne, France

PhD

LAGEPP / LIRIS

Sep 2020 – Sept 2023 INSA Lyon, France

Subject: Incorporation of physical prior knowledge in deep learning for forecasting and control

Advisors:

Julie Digne
CNRS Researcher, LIRIS, INSA, Lyon, France
Christian Wolf
Principal Scientist, NaverLabs Europe, Grenoble, France
Madiha Nadri
Maître de Conférence, LAGEPP, Université Claude Bernard, Lyon, France

Assistant Teacher

Université Claude Bernard / Polytech

Sep 2020 – Present Lyon, France

Teaching in signal processing, numerical analysis, electrical engineering, control theory and introduction to artificial intelligence.

Agrégation in Engineering, minor in computer science

French teaching contest

Jul 2019 – Present Lyon, France

It is a french contest for accessing teaching positions at high-schools, universities and engineering schools (top ranked in 2019).

Master Degree

Ecole Normale Supérieure Paris-Saclay

Sep 2016 – Sep 2020 Paris-Saclay, France

I studied electrical engineering, signal processing and control theory in the Nikola Tesla department in ENS Paris-Saclay.

Steeven Janny

About Me

Interests

Education

Misc

Publications

Education

Contact