Thomas Lewiner

géométrie algorithmique  ·  topologie  ·  IA appliquée

Thomas
Lewiner.

Deux doctorats, professeur, quinze ans chercheur en mathématiques, désormais à la tête des données et de la bioinformatique dans l'industrie. Les après-midis de pluie, quelques petites applications créées avec mes enfants.

parcours

Je suis un dirigeant titulaire d'un double doctorat avec environ vingt ans d'expérience partagés entre la R&D de pointe et le déploiement de solutions concrètes. Je dirige actuellement l'IA et la bioinformatique pour la conception de vaccins de nouvelle génération chez Ceva Santé Animale.

Avant cela, j'ai contribué au développement de BCG Gamma (aujourd'hui BCG X) depuis ses débuts, et pendant quinze ans, j'ai été chercheur et professeur de mathématiques à la PUC-Rio, travaillant en géométrie algorithmique et topologie, théorie de Morse discrète, traitement de la géométrie, modélisation de réservoirs et mécanique des fluides numérique. J'ai été élu membre affilié de l' Académie Brésilienne des Sciences.

80+
publications
3000+
citations
28+
h-index
20+
étudiants encadrés
dynamique vectorielle
publications choisies

Quinze ans de recherche académique.  Google Scholar Profile ↗

Publications, de la plus récente à la plus ancienne. Chaque titre mène à sa page : résumé, PDF, code source et BibTeX.

2014
Simplified training for gesture recognition

Simplified training for gesture recognition

Sibgrapi 2014 (XXVII Conference on Graphics, Patterns and Images): pp. 133-140 (2014)
2016
Parameterized Complexity of Discrete Morse Theory

Parameterized Complexity of Discrete Morse Theory

SoCG 2013 (ACM Transactions on Mathematical Software (TOMS)) 42(1): pp. no. 6 (2016)
2013
Streamline-based topological graph construction with application to self-animated images

Streamline-based topological graph construction with application to self-animated images

Sibgrapi 2013 (XXVI Conference on Graphics, Patterns and Images): pp. 296-303 (2013)
2012
Distance matrices as invariant features for classifying MoCap data

Distance matrices as invariant features for classifying MoCap data

ICPR 2012 (21st International Conference on Pattern Recognition): pp. 2934-2937 (2012)
2013
Parameterized Complexity of Discrete Morse Theory

Parameterized Complexity of Discrete Morse Theory

SoCG 2013 (29th annual Symposium on Computational geometry): pp. 127-136 (2013)
2012
The Visual Computer - Special Issue on SIBGRAPI 2011

The Visual Computer - Special Issue on SIBGRAPI 2011

The Visual Computer 28(10): pp. 957-1048 (2012)
2010
Topology aware vector field denoising

Topology aware vector field denoising

Sibgrapi 2010 (XXIII Conference on Graphics, Patterns and Images): pp. 103-109 (2010)
2010
Fast generation of pointerless octree duals

Fast generation of pointerless octree duals

Symposium on Geometry Processing 2010 (Computer Graphics Forum) 29(5): pp. 1661-1669 (2010)
2010
Role of arches in the generation of shear bands in a dense 3D granular system under shear

Role of arches in the generation of shear bands in a dense 3D granular system under shear

Latin American Workshop on Nonlinear Phenomena (Journal of Physics: Conference Series) 246(1): pp. 2016 (2010)
2011
Interactive 3D caricature from harmonic exaggeration

Interactive 3D caricature from harmonic exaggeration

Shape Modeling International 2011 (Computers & Graphics) 35(3): pp. 586-595 (2011)
2012
Affine-invariant curvature estimators for implicit surfaces

Affine-invariant curvature estimators for implicit surfaces

Computer Aided Geometric Design 29(2): pp. 162-173 (2012)
2009
Scale-space for union of 3d balls

Scale-space for union of 3d balls

Alex Bordignon, Betina Vath, Thales Vieira, Cynthia Ferreira, Marcos Craizer, Thomas Lewiner
Sibgrapi 2009 (XXII Brazilian Symposium on Computer Graphics and Image Processing): pp. 9-16 (2009)
2009
Random walks for vector field denoising

Random walks for vector field denoising

Sibgrapi 2009 (XXII Brazilian Symposium on Computer Graphics and Image Processing): pp. 112-119 (2009)
2009
Geometry super-resolution by example

Geometry super-resolution by example

Sibgrapi 2009 (XXII Brazilian Symposium on Computer Graphics and Image Processing): pp. 40-47 (2009)
2009
Support vectors learning for vector field reconstruction

Support vectors learning for vector field reconstruction

Sibgrapi 2009 (XXII Brazilian Symposium on Computer Graphics and Image Processing): pp. 104-111 (2009)
2010
Projective splines and estimators for planar curves

Projective splines and estimators for planar curves

Journal of Mathematical Imaging and Vision 36(1): pp. 81-89 (2010)
2010
Meshless Helmholtz-Hodge decomposition

Meshless Helmholtz-Hodge decomposition

Transactions on Visualization and Computer Graphics 16(2): pp. 338-342 (2010)
2008
Approximations by smooth transitions in binary space partitions

Approximations by smooth transitions in binary space partitions

Sibgrapi 2008 (XXI Brazilian Symposium on Computer Graphics and Image Processing): pp. 230-236 (2008)
2010
Discrete affine minimal surfaces with indefinite metric

Discrete affine minimal surfaces with indefinite metric

Differential Geometry and its Applications 28(2): pp. 158-169 (2010)
2009
Arch generated shear bands in granular systems

Arch generated shear bands in granular systems

Physica A: Statistical Mechanics and its Applications 388(11): pp. 2099-2108 (2009)
2009
Symmetry-based completion

Symmetry-based completion

GRAPP 2009 (Fourth International Conference on Computer Graphics Theory and Applications) (2009)
2008
Projective estimators for point-tangent representations of planar curves

Projective estimators for point-tangent representations of planar curves

Sibgrapi 2008 (XXI Brazilian Symposium on Computer Graphics and Image Processing): pp. 223-229 (2008)
2007
On-the-fly curve-skeleton computation for 3d shapes

On-the-fly curve-skeleton computation for 3d shapes

Eurographics 2007 (Computer Graphics Forum) 26(3): pp. 323-328 (2007)
2008
Schnyder woods for higher genus triangulated surfaces

Schnyder woods for higher genus triangulated surfaces

SoCG 2008 (XXIV ACM Symposium on Computational Geometry): pp. 311-319 (2008)
2007
Interactive topology-aware surface reconstruction

Interactive topology-aware surface reconstruction

Siggraph 2007 (ACM Transaction on Graphics) 26(3): pp. 43.1-43.9 (2007)
2008
Statistical optimization of octree searches

Statistical optimization of octree searches

Computer Graphics Forum 27(6): pp. 1557-1566 (2008)
2006
Particle-based non-Newtonian fluid animation for melting objects

Particle-based non-Newtonian fluid animation for melting objects

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 78-85 (2006)
2006
Robust adaptive meshes for implicit surfaces

Robust adaptive meshes for implicit surfaces

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 205-212 (2006)
2006
Point set compression through BSP quantization

Point set compression through BSP quantization

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 229-236 (2006)
2006
Exploratory visualization based on multidimensional transfer functions and star coordinates

Exploratory visualization based on multidimensional transfer functions and star coordinates

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 273-280 (2006)
2006
Vector field reconstruction from sparse samples with applications

Vector field reconstruction from sparse samples with applications

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 297-304 (2006)
2006
Parabolic polygons and discrete affine geometry

Parabolic polygons and discrete affine geometry

Sibgrapi 2006 (XIX Brazilian Symposium on Computer Graphics and Image Processing): pp. 19-26 (2006)
2010
Topological mesh operators

Topological mesh operators

Computer Aided Geometric Design 27(1): pp. 1-22 (2010)
2005
GEncode: geometry-driven compression in arbitrary dimension and co-dimension

GEncode: geometry-driven compression in arbitrary dimension and co-dimension

Sibgrapi 2005 (XVIII Brazilian Symposium on Computer Graphics and Image Processing): pp. 249-256 (2005)
2005
Curvature motion for union of balls

Curvature motion for union of balls

Sibgrapi 2005 (XVIII Brazilian Symposium on Computer Graphics and Image Processing): pp. 47-54 (2005)
2005
CHF: a scalable topological data structure for tetrahedral meshes

CHF: a scalable topological data structure for tetrahedral meshes

Sibgrapi 2005 (XVIII Brazilian Symposium on Computer Graphics and Image Processing): pp. 349-356 (2005)
2004
Simplicial isosurface compression

Simplicial isosurface compression

Vision, Modeling, and Visualization: pp. 299-306 (2004)
2004
Arc-length based curvature estimator

Arc-length based curvature estimator

Sibgrapi 2004 (XVII Brazilian Symposium on Computer Graphics and Image Processing): pp. 250-257 (2004)
2004
Hierarchical isocontours extraction and compression

Hierarchical isocontours extraction and compression

Sibgrapi 2004 (XVII Brazilian Symposium on Computer Graphics and Image Processing): pp. 234-241 (2004)
2003
Fast stellar mesh simplification

Fast stellar mesh simplification

Sibgrapi 2003 (XVI Brazilian Symposium on Computer Graphics and Image Processing): pp. 27-34 (2003)
2004
Efficient EdgeBreaker for surfaces of arbitrary topology

Efficient EdgeBreaker for surfaces of arbitrary topology

Sibgrapi 2004 (XVII Brazilian Symposium on Computer Graphics and Image Processing): pp. 218-225 (2004)
2003
Towards optimality in discrete Morse theory

Towards optimality in discrete Morse theory

Experimental Mathematics 12(3): pp. 271-285 (2003)
2002
Visualizing Forman s discrete vector field

Visualizing Forman s discrete vector field

Visualization and Mathematics III (VisMath 2002): pp. 95-112 (2002)
2003
Optimal discrete Morse functions for 2-manifolds

Optimal discrete Morse functions for 2-manifolds

Computational Geometry: Theory and Applications 26(3): pp. 221-233 (2003)
topologie
projets

Quelques Projets Accessibles

ancien code
  • Marching Cubes 33 (2003). Bibliothèque C++ de référence garantissant une cohérence topologique exacte pour les isosurfaces sans fissures géométriques. [source.zip ↗ · paper ↗]
  • Topological Mesh Operators (2010). Ensemble discret d'opérateurs combinatoires pour la mutation de structures de variétés triangulées de dimension 2. [source.zip ↗ · paper ↗]
  • Pointerless Octree Duals (2010). Algorithme à haute efficacité mémoire optimisant les bornes de génération rapide sur des arbres dynamiques profonds. [source.zip ↗ · paper ↗]
  • Arc-Length Based Curvature Estimation (2006). Programme de démonstration (Windows) pour l'article, avec exemples. [demo.zip ↗ · paper ↗]
tutoriels
informatique graphique et physique
cv

La version longue de mon parcours.  LinkedIn Profile ↗

expérience

Industrie

Group Chief Data & Bioinformatics Officer

Ceva Santé Animale

Pivoté la stratégie IA du groupe vers la TechBio. Direction de l'IA et de la bioinformatique pour la conception de vaccins de nouvelle génération, reliant la recherche en deep learning et l'immunologie expérimentale, et développant des preuves en conditions réelles avec des clients à travers le monde.

2019–now

Lead Data Scientist

Boston Consulting Group · BCG Gamma

Contribué au lancement et à l'expansion de BCG Gamma (aujourd'hui BCG X). Direction de projets d'IA à fort ROI : plus de 40 M$ d'économies en logistique, doublement de production dans une raffinerie européenne, +15 % de marges pour un distributeur mondial.

2016–2019

Recherche

Associate Professor & Researcher

PUC-Rio · Mathematics

Plus de 80 publications (h-index 28), 20 doctorats/masters encadrés, un partenariat de R&D de 15 ans avec une major de l'énergie mondiale. Postes de professeur invité en France, en Australie, en Israël et en Allemagne.

2006–2016

Lecturer · DSBA Master

CentraleSupélec / ESSEC

Enseignement de la data science et de la business analytics ; honoré par les étudiants lors de leur cérémonie de remise des diplômes.

2018–2024

Visiting Professor

École Polytechnique · U. of Queensland · Tel-Aviv U. · FU-Berlin
2007–2015
formation · distinctions

Diplômes

Ph.D. in Mathematics

PUC-Rio, Geometric Discrete Morse Complexes
2003–2005

Ph.D. in Computer Science

INRIA / Université Paris VI, Mesh Compression from Geometry
2002–2005

M.Sc. · Mathematics

Telecom ParisTech & PUC-Rio
2000–2002

Engineer

École Polytechnique, computer science & physics
1997–2000

Distinctions

Membre affilié

Académie Brésilienne des Sciences
2012–2016

Conférencier invité

TopoInVis 2011, ETH Zürich
2011

Président du comité de programme

ACM SoCG 2013 · Sibgrapi 2011
2011–2013

Éditeur

Computer Graphics Forum · Image Processing On Line · Anais da ABC
étudiants

Doctorat

Tiago Novello de Brito, discrete differential geometry
PUC-Rio · 2014
João Antônio Récio da Paixão, discrete Morse matchings: complexity & stable matching
PUC-Rio · 2014
Jyrko Correa Morris, foliating Marching Cubes' cases in 3D & 4D
IMPA · 2013
Maria de Andrade Costa, affine structures & isosurfaces
PUC-Rio · 2011
Renata Thomaz Lins do Nascimento, quad meshes
PUC-Rio · 2011
Roger Véron, affine estimators & applications
PUC-Rio · 2011
Thales Miranda de Almeida Vieira, smart galleries & camera placement
PUC-Rio · 2010
Allyson Ney Teodosio Cabral, tetraquads
PUC-Rio · 2010
Rener Pereira de Castro, statistical optimization of hierarchical searches
PUC-Rio · 2008
Clarissa Codá dos Santos C. Marques, real-time 3D animation, harmonic & modal
PUC-Rio · 2007

Master

Thiago Elias Gomes, modeling & visualization of TriQuad
UFRJ · 2014
Guilherme das Neves Seguro, model reduction for flow simulation
UFRJ · 2014
Romulo Brito, invariant derivative filters
PUC-Rio · 2013
Rafael Lassance A. Martinez, Kalman filters
PUC-Rio · 2013
Karine Ribeiro Pereira, computational geometry for petroleum engineering
PUC-Rio · 2013
Renata Thomaz Lins do Nascimento, topology-based self-animated vector fields
PUC-Rio · 2011
Lis Ingrid Roque Lopes Custódio, barycentric coordinates for mesh deformation
PUC-Rio · 2010
João Antônio Récio da Paixão, feature-preserving vector field denoising
PUC-Rio · 2010
Betina Vath, union of balls, medial axis & 3D deformation
PUC-Rio · 2007
David Rey, distributions & immersions
PUC-Rio · 2007
Catiuscia Albuquerque Borges, connectivity-based geometry reconstruction
PUC-Rio · 2007
projets de fin d'études et recherche de premier cycle

Eric Cardona Romani '07 · Daniel Fleischman '07 · Matheus F. F. Maciel '07 · Carlos Simonsen Leal '07 · Bernardo Ribeiro '07 · Raffael Capano de Arruda '08 · Mariana Milazzo '08 · Lucas von Haeling Braune '09 · Victor Hugo M. Ferreira '09 · Cairo P. C. Caplan '09 · Rafael L. A. Martinez '06 · Erick C. S. Talarico '06 · Bianca de C. Lodoli '12–13 · Rafael Farias Cação '12–13 · Victor Hugo de O. da Silva '13 · Yukio Shiota Junior '13 · José Eliton Albuquerque Filho '12 · Leandro dos Reis Lopes '12 · Arthur de Paula Kolblinger '14 · Alexandre Maxinsang '14 · Maximiliano Faria '14 · Romain Faugeroux '14 · Anna-Lívia de Souza Ribeiro '14.

contact

Plus lent que ce que les e-mails méritent, mais je réponds.

Ravi d'échanger sur la TechBio, l'IA appliquée, les programmes de doctorat ou tout sujet géométrique.

Le parcours complet est disponible sur plusieurs profils :