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Communiqué
On May 31, 2023
Misaki Ozawa in the PSM team at LIPhy received a junior chair from Multidisciplinary Institute in Artificial Intelligence (MIAI), including a funding for a three-year postdoc.
He conducts interdisciplinary studies between statistical physics and machine learning. In particular, he is developing an unsupervised learning method to estimate the entropy of non-equilibrium systems, based on renormalization group ideas. As a junior chair, he will play a role in connecting physics and machine learning groups in the Grenoble area.
The core idea for processing data (images). The original bottom image is decomposed into coarse-grained and wavelet fields hierarchically, based on a renormalization group approach.
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Contact
Misaki Ozawa
Office 202
misaki.ozawa
univ-grenoble-alpes.fr (misaki[dot]ozawa[at]univ-grenoble-alpes[dot]fr)
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