Antonio Celani

Head of the Section
Head, Senior Research Scientist
Antonio Celani
Quantitative Life Sciences
+39 040 2240 186
acelani@ictp.it
+39 040 2240 186
acelani@ictp.it
SISSA-208
0000-0002-0339-1073

Antonio Celani

Antonio Celani is a statistical physicist working in Reinforcement Learning and the physics of behavior

Antonio Celani received his PhD at Politecnico di Torino, Italy in 1998. After post-doctoral fellowships at Max Planck Institute in Munich and at the Observatoire de la Côte d'Azur he became researcher for the French National Research Council (CNRS) in 2000. In 2007 he moved to the Institut Pasteur Paris as a research director where he started working at the interface between physics and biology. He joined ICTP in 2014 to contribute to the establishment of the Quantitative Life Sciences Section.

Publications

Preprint
2022
Optimizing Airborne Wind Energy with Reinforcement Learning
N. Orzan | C. Leone | A. Mazzolini | J. Oyero | A. Celani
Preprint
2019
Collective olfactory search in a turbulent environment
Mihir Durve | Lorenzo Piro | Massimo Cencini | Luca Biferale | Antonio Celani
Preprint
2019
Learning to flock through reinforcement
Mihir Durve | Fernando Peruani | Antonio Celani
Preprint
2018
Chemotaxis emerges as the optimal solution to cooperative search games
Alberto Pezzotta | Matteo Adorisio | Antonio Celani
Preprint
2017
Flow Navigation by Smart Microswimmers via Reinforcement Learning
Simona Colabrese | Kristian Gustavsson | Antonio Celani | Luca Biferale
Preprint
2014
Odor Landscapes in Turbulent Environments
Antonio Celani | Emmanuel Villermaux | Massimo Vergassola
Preprint
2012
Anomalous thermodynamics at the micro-scale
Antonio Celani | Stefano Bo | Ralf Eichhorn | Erik Aurell
Preprint
2012
Entropic anomaly and maximal efficiency of microscopic heat engines
Stefano Bo | Antonio Celani
Preprint
1999
Passive scalar intermittency in compressible flow
A. Celani | A. Lanotte | A. Mazzino

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