Martin Genet
Professor
Mechanics Department & Solid Mechanics Laboratory, École Polytechnique, Palaiseau, France
MΞDISIM team, INRIA, Palaiseau, France
My original background is in Computational Mechanics and Computational Materials Science. The ultimate aspiration of my current research is to use the fundamental laws of physics and the power of modern computing and imaging facilities to improve cardiology and pulmonology. Generally speaking, my work belongs to the general field of biomedical engineering science, whose objectives are (i) to better understand the phenomenon of life in health and disease, and (ii) to develop and analyze novel concepts and methods for biomedical engineering, i.e., which will be the foundation of objective and quantitative tools for medicine, i.e., for the diagnosis and treatment of patients. More precisely, my research focuses on the development of (i) models of the mechanics of living tissues and organs (mostly the heart and the lungs), (ii) methods and tools for the simulation of such models (which can be used as a prediction tool, i.e., prognosis, but also to investigate competing hypothesis), and (iii) methods and tools for the estimation of model parameters based on clinical data (which can be used to estimate quantities that cannot be measured in vivo, i.e., augmented diagnosis, and to build personalized models, a.k.a. digital twins, that can be used to design patient-specific therapies, i.e., optimized treatment).
Education
- 2022: Accreditation to supervise research (HdR), École Polytechnique, France. Thesis: “Some contributions to cardiac and pulmonary biomechanical modeling, simulation & estimation”.
- 2010: Ph.D. in Computational Materials Science, Laboratoire de Mécanique et de Technologie (LMT-Cachan), École Normale Supérieure de Cachan (ENS-Cachan), France. Thesis: “Toward a virtual material for ceramic composites” (in French) (supervision: Pr. Pierre Ladevèze).
- 2006: M.S. in Computational Mechanics, ENS-Cachan, France. First year thesis: “Investigation of a hydraulic impact—a technology in rock breaking” (supervision: Pr. Wenyi Yan). Second year thesis: “Using minicomposites for the identification of a lifetime model of CMCs” (in French) (supervision: Dr. Christophe Cluzel, Dr. Gilles Lubineau and Dr. Emannuel Baranger). First in class.
- 2004: B.S. in Mechanical Engineering, ENS-Cachan, France.
- 2004: B.S. in Fundamental Physics, Orsay University, France.
Research Experience
- Since September 2015: Assistant Professor (until 08/2023), Professor (since 09/2023), Mechanics Department (DMEC) & Solid Mechanics Laboratory (LMS), École Polytechnique, Palaiseau, France.
- Since September 2015: Researcher, MΞDISIM team, INRIA, Palaiseau, France.
- 2012-2015: Marie-Curie International Outgoing Fellow (PIs Pr. Julius Guccione, Pr. Ellen Kuhl & Pr. Sebastian Kozerke), Surgery Department, University of California at San Francisco (UCSF), USA, and Institute for Biomedical Engineering, Swiss Federal Institute of Technology (ETHZ), Zurich, Switzerland.
- 2010–2012: Postdoctoral research fellow (PIs Dr. Tony Tomsia & Pr. Rob Ritchie), Materials Sciences Division, Lawrence Berkeley National Laboratory, USA.
- 2006–2010: Master II and Doctoral research fellow (PI Pr. Pierre Ladevèze), Laboratoire de Mécanique et de Technologie (LMT-Cachan), École Normale Supérieure de Cachan (ENS-Cachan), France.
- Summer 2008: Research visitor (PIs Pr. Tony Evans & Pr. Frank Zok), Materials Department, University of California at Santa Barbara (UCSB), USA.
- Fall 2007: Research visitor (PI Pr. Jacques Lamon), Laboratoire des Composites Thermostructuraux (LCTS), Université Bordeaux I, France.
- Summer 2005: Master I research fellow (PI Pr. Wenyi Yan), Computational Engineering and Research Center (CERC), University of Southern Queensland (USQ), Toowoomba, Australia.
Awards, Scholarships & Grants
- 2023: French National Research Agency (ANR) Grant: “Analyse quantitative multicompartimentale de la tomodensitométrie pulmonaire” (PI: Pr. Pierre-Yves Brillet, Sorbonne-Paris-Nord University and Avicenne AP-HP Hospital).
- 2022: European Innovation Council (EIC) PATHFINDER Grant: “Low-field 3D magnetic resonance spirometry for advanced regional exploration of respiratory diseases” (PI: Dr. Xavier Maître, Paris-Saclay University).
- 2020: French National Research Agency (ANR) COVID Grant: “CT-scan Modeling in COVID-19 Sequelae” (PI: Pr. Pierre-Yves Brillet, Sorbonne-Paris-Nord University and Avicenne AP-HP Hospital).
- 2019: French National Research Agency (ANR) Young Investigator (JCJC) Grant: “Computational Lung Biomechanics: Many-Scale Modeling and Estimation”.
- 2018: Young Investigator Award from the Francophone Society for Biomechanics.
- 2016-2020: Swiss National Science Foundation Grant: “Magnetic Resonance Imaging-Guided Computational Mechanics of Growth and Remodeling of the Failing Heart” (PI: Pr. Sebastian Kozerke, Swiss Federal Institute of Technology (ETHZ), Switzerland).
- 2012-2015: Marie-Curie International Outgoing Fellowship: “Computational Tools for Cardiac Mechanics”, UCSF (USA) & ETHZ (Switzerland).
- July-August 2012: NBCR Summer Institute 2012 Scholarship (USA).
- 2008: ENS-Cachan Prize for International Action: “Modeling damage in the framework of the binary model”, UCSB (USA).
- 2008: SAMPE French Student: “Toward a virtual material for the lifetime prediction of CMCs”.
- 2007-2009: DGA/CNRS PhD Scholarship: “Toward a virtual material for ceramic composites”, LMT-Cachan (France).
- 2003-2007: ENS-Cachan pre-doctoral studies Scholarship.