Clara CARLIER


Clara CARLIER
CREST PhD Student
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Approximate Bayesian Computation, generative model, inverse problem, Sequential Monte Carlo, time series prediction

I’m currently a PhD student on an industrial contract. It’s a collaboration between the CREST-ENSAE laboratory at the Institut Polytechnique de Paris and the Renault group. I’m supervised by Matthieu Lerasle and Arnaud Franju.
I’m working on the Calibration of models to build the digital twin of the autonomous vehicle. It involves various methods such as supervised learning and classification, as well as Bayesian inference using Approximate Bayesian Computation methods.

Before my PhD, I graduated from the Master 2 in Mathematics of Randomness, specializing in Statistics and Machine Learning, at the Université Paris-Saclay in Orsay, France.