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Image I am a postdoctoral fellow int the department of Applied Physics at Stanford. I am interested in the theory of machine learning and neural networks.

I obtained my PhD in Physics at Université Paris Cité, working under the supervision of Frédéric Van Wijland. In my thesis, I addressed how and to what extent certain types of nonequilibrium dynamics can be used to enhance sampling in glasses and amorphous materials.

federicoghimenti.github.io