Paul Villoutreix

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Citations	127	118
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Jasmin Imran AlsousFlatiron InstituteVerified email at flatironinstitute.org
Norbert StoopETH ZurichVerified email at stoop.net
Johannes StegmaierRWTH Aachen UniversityVerified email at lfb.rwth-aachen.de
Jörn DunkelMassachusetts Institute of TechnologyVerified email at mit.edu
Ankit Agrawal (Ph.D.)Lehrstuhl für Computational Biology of Spatial Biomedical Systems, Versbacher Str. 9, 97078 WürzburgVerified email at uni-wuerzburg.de
René DoursatResearch Scientist, Complex Systems Institute Paris Ile-de-France (ISC-PIF)Verified email at iscpif.fr
Nadine PeyrierasCNRS USR3695/FRE2039Verified email at cnrs.fr
Bourgine PaulEcole PolytechniqueVerified email at polytechnique.edu
Hachem KadriLIS - QARMA, Aix-Marseille UniversityVerified email at lis-lab.fr
Cécile CapponiAix-Marseille UniversityVerified email at univ-amu.fr
Riikka HuusariAalto UniversityVerified email at aalto.fi
Joakim AndénKTH Royal Institute of TechnologyVerified email at kth.se
Ioannis KevrekidisJohns Hopkins UniversityVerified email at jhu.edu
Amit SingerPrinceton UniversityVerified email at math.princeton.edu
Hang LuC. J. "Pete" Silas Endowed Chair & Professor, Georgia TechVerified email at gatech.edu
Bomyi LimUniversity of PennsylvaniaVerified email at seas.upenn.edu

Paul Villoutreix

Turing Center for Living Systems - LIS

Verified email at univ-amu.fr - Homepage

Developmental Biology Machine Learning Mathematical Modeling


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Collective growth in a small cell network JI Alsous, P Villoutreix, AM Berezhkovskii, SY Shvartsman Current Biology 27 (17), 2670-2676. e4, 2017	27	2017
Entropic effects in cell lineage tree packings J Imran Alsous, P Villoutreix, N Stoop, SY Shvartsman, J Dunkel Nature physics 14 (10), 1016-1021, 2018	26	2018
What machine learning can do for developmental biology P Villoutreix Development 148 (1), dev188474, 2021	23	2021
An integrated modelling framework from cells to organism based on a cohort of digital embryos P Villoutreix, J Delile, B Rizzi, L Duloquin, T Savy, P Bourgine, R Doursat, ... Scientific reports 6 (1), 37438, 2016	16	2016
Synthesizing developmental trajectories P Villoutreix, J Andén, B Lim, H Lu, IG Kevrekidis, A Singer, ... PLoS computational biology 13 (9), e1005742, 2017	12	2017
Application of 3D MAPs pipeline identifies the morphological sequence chondrocytes undergo and the regulatory role of GDF5 in this process S Rubin, A Agrawal, J Stegmaier, S Krief, N Felsenthal, J Svorai, Y Addadi, ... Nature communications 12 (1), 5363, 2021	9*	2021
Randomness and variability in animal embryogenesis, a multi-scale approach P Villoutreix Paris Descartes University, 2015	5	2015
Cross-View kernel transfer R Huusari, C Capponi, P Villoutreix, H Kadri Pattern Recognition 129, 108759, 2022	3*	2022
Random triangulated surfaces with arbitrary degree distribution reveal embryonic epithelial organization P Villoutreix Algebraic Topology - Methods, Computation and Science 6, 2014	2	2014
A probabilistic modeling of the cell lineage highlights interindividual variability in Paracentrotus lividus early development P Villoutreix, B Rizzi, J Delile, L Duloquin, E Faure, T Savy, P Bourgine, ... The Developmental Biology of the Sea Urchin XXII, 2014	2	2014
Vers une modélisation multi-échelle de la variabilité biologique P Villoutreix Modéliser & Simuler. Epistémologie et pratique de la modélisation et de la …, 0	2
Random walk informed heterogeneity detection reveals how the lymph node conduit network influences T cells collective exploration behavior S Song, M Senoussi, P Escande, P Villoutreix PLOS Computational Biology 19 (5), e1011168, 2023		2023
Bone elongation in the embryo occurs without column formation in the growth plate S Rubin, A Agrawal, A Seewald, P Villoutreix, A Baule, E Zelzer bioRxiv, 2023.11. 14.567062, 2023		2023
Towards a general framework for spatio-temporal transcriptomics JP Lis, P Villoutreix, T Artières LMRL Workshop-NeurIPS 2020, 2020		2020
A quantitative framework to define normal embryonic development and its range of variation P Villoutreix, L Duloquin, B Rizzi, E Faure, T Savy, N Peyriéras The Developmental Biology of the Sea Urchin XXI, 2012		2012

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