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. He currently works on the theory of Reinforcement Learning and its applications to physics and biology.

Publications

Journal article
2016
Infomax Strategies for an Optimal Balance Between Exploration and
Exploitation
JOURNAL OF STATISTICAL PHYSICS (2016)
Antonio Celani
Journal article
2015
Three-dimensional chemotaxis-driven aggregation of tumor cells
SCIENTIFIC REPORTS (2015)
Antonio Celani
Journal article
2015
Estimating cellular parameters through optimization procedures:
elementary principles and applications
FRONTIERS IN PHYSIOLOGY (2015)
Antonio Celani
Journal article
2015
Thermodynamic limits to information harvesting by sensory systems
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2015)
Antonio Celani
Journal article
2014
Adaptation and irreversibility in microevolution
EPL (2014)
Antonio Celani
Journal article
2014
Entropy Production in Stochastic Systems with Fast and Slow Time-Scales
JOURNAL OF STATISTICAL PHYSICS (2014)
Antonio Celani
Preprint
2014
Odor Landscapes in Turbulent Environments
PHYSICAL REVIEW X (2014)
Antonio Celani | Emmanuel Villermaux | Massimo Vergassola
Journal article
2013
White-noise limit of nonwhite nonequilibrium processes
PHYSICAL REVIEW E (2013)
Antonio Celani
Journal article
2013
Optimal stochastic transport in inhomogeneous thermal environments
EPL (2013)
Antonio Celani
Journal article
2013
Polarity, cell division, and out-of-equilibrium dynamics control the
growth of epithelial structures
JOURNAL OF CELL BIOLOGY (2013)
Antonio Celani
Journal article
2012
Anomalous Thermodynamics at the Microscale
PHYSICAL REVIEW LETTERS (2012)
Antonio Celani
Journal article
2012
Noninvasive inference of the molecular chemotactic response using
bacterial trajectories
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF
AMERICA (2012)
Antonio Celani
Journal article
2012
Nonlinearity, Fluctuations, and Response in Sensory Systems
PHYSICAL REVIEW LETTERS (2012)
Antonio Celani
Journal article
2012
Unraveling the influence of endothelial cell density on VEGF-A signaling
BLOOD (2012)
Antonio Celani
Preprint
2012
Entropic anomaly and maximal efficiency of microscopic heat engines
PHYSICAL REVIEW E (2012)
Stefano Bo | Antonio Celani
Preprint
2012
Anomalous thermodynamics at the micro-scale
Antonio Celani | Stefano Bo | Ralf Eichhorn | Erik Aurell
Journal article
2011
Molecular and Functional Aspects of Bacterial Chemotaxis
JOURNAL OF STATISTICAL PHYSICS (2011)
Antonio Celani
Journal article
2010
Bacterial strategies for chemotaxis response
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF
AMERICA (2010)
Antonio Celani
Journal article
2010
Dispersion and Collapse in Stochastic Velocity Fields on a Cylinder
JOURNAL OF STATISTICAL PHYSICS (2010)
Antonio Celani
Journal article
2010
Turbulence in More than Two and Less than Three Dimensions
PHYSICAL REVIEW LETTERS (2010)
Antonio Celani
Journal article
2009
Overruled harmonic explorers in the plane and stochastic Lowner
evolution
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2009)
Antonio Celani
Journal article
2009
Phase-field model for the Rayleigh-Taylor instability of immiscible
fluids
JOURNAL OF FLUID MECHANICS (2009)
Antonio Celani
Journal article
2009
Repulsion and metabolic switches in the collective behavior of bacterial colonies
Biophysical Journal (2009)
Sekowska, A. | Masson, J.-B. | Celani, A. | Danchin, A. | Vergassola, M.
Journal article
2009
DROPLET FEEDBACK ON VAPOR IN A WARM CLOUD
INTERNATIONAL JOURNAL OF MODERN PHYSICS B (2009)
Antonio Celani
Journal article
2009
Modeling Kelvin Wave Cascades in Superfluid Helium
JOURNAL OF LOW TEMPERATURE PHYSICS (2009)
Antonio Celani
Journal article
2008
Two-dimensional elastic turbulence
PHYSICAL REVIEW E (2008)
Antonio Celani
Journal article
2008
How winding is the coast of Britain? Conformal invariance of rocky
shorelines
GEOPHYSICAL RESEARCH LETTERS (2008)
Antonio Celani
Journal article
2008
The equivalent size of cloud condensation nuclei
NEW JOURNAL OF PHYSICS (2008)
Antonio Celani
Journal article
2007
The Eulerian description of dilute collisionless suspension
EPL (2007)
Antonio Celani
Journal article
2007
The frontiers of computing in turbulence: challenges and perspectives
JOURNAL OF TURBULENCE (2007)
Antonio Celani

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