Matthieu Wyart
Professor Matthieu Wyart | |
---|---|
Born | 1978 (age 45–46) |
Citizenship | France |
Education | Physics, mathematics, economics |
Alma mater | École Polytechnique École normale supérieure Saclay Nuclear Research Centre |
Awards | 2015 Simons Investigator Award 2011 Sloan Fellowship |
Scientific career | |
Fields | Soft condensed-matter Glass transition Granular matter Deep learning Biophysics Neuroscience Econophysics |
Institutions | EPFL (École Polytechnique Fédérale de Lausanne) |
Thesis | On the rigidity of amorphous solids. Price fluctuations, Conventions and Microstructure of Financial Markets |
Doctoral advisor | Jean-Philippe Bouchaud |
Website | www |
Matthieu Wyart (born 1978 in Paris, France) is a French physicist. He is a professor of physics at EPFL (École Polytechnique Fédérale de Lausanne) and the head of the Physics of Complex Systems Laboratory.[1][2]
Career
Wyart studied physics, mathematics and economics at the Ecole Polytechnique in Paris and obtained a degree with honors in physics in 2001. In 2002, he received a diploma in Advanced Studies in theoretical physics with highest honors from the École normale supérieure in Paris. He then joined Jean-Philippe Bouchaud and Marc Mézard at the Service de Physique de l'Etat Condensé (SPEC) at Saclay Nuclear Research Centre (CEA Saclay) in Paris as a doctoral student.[3] In 2006, he gained a PhD in theoretical physics and finance for a thesis on electronic markets titled On the rigidity of amorphous solids. Price fluctuations, Conventions and Microstructure of Financial Markets.[4]
In 2005, he became an analyst in the research department of Capital Fund Management.[5] Between 2005 and 2008 he was George Carrier Fellow at Harvard University's School of Engineering and Applied Sciences.[6] He then joined Howard Hughes Medical Institute's Janelia Farm Campus as a research specialist.[7] Starting in 2009, he was a visiting research specialist at the Lewis-Sigler Institute at Princeton University.[8] He then joined New York University first as Assistant Professor in 2010 and was promoted to an associate professor position in 2014.[2][9]
Since July 2015, he has been Associate Professor of Theoretical Physics in the School of Basic Sciences at EPFL.[1][2] He was named a Fellow of the American Physical Society in 2021.[10]
Research
Wyart’s research encompassed field such as the architecture of allosteric materials,[11] the theory of deep learning,[12] the elasticity and mechanical stability in disordered solids,[13] the granular and suspension flows,[13] the glass and rigidity transitions,[14] the marginal stability at random close packing and other glasses,[15] and the yielding transition and elasto-plasticity.[16]
In particular, some of his recent research is focused on the classification of the elementary excitations controlling the linear and the plastic response in amorphous materials.[17] He has discovered that some of these excitations are marginally stable in the solid phase.[18] This marginality fixes key aspects of structures, and suggest that the density of excitations presents a pseudo-gap. These concepts are important to understand low-temperature properties of glasses,[19] the rheology of dense granular and suspension flows,[20] the elasticity close to the jamming transition,[21] the production transition in foams or metallic glass,[17] and more broadly glassy systems with enough long-range interactions.[22]
Distinctions
Wyart is the recipient of the 2015 Simons Investigator Award by the Simons Foundation,[23] Chaire Joliot (visiting professor) by the Ecole de Physique et Chimie in Paris in 2013,[24] the 2011 Sloan Fellowship,[9] and the 2005 G. Carrier Fellowship.[24]
Family
Wyart is the son of Françoise Brochard-Wyart and Pierre-Gilles de Gennes.[25] He is married to Ksenia Tatarchenko and has two children.[26]
Selected works
- Wyart, M. (2005). "On the rigidity of amorphous solids". Annales de Physique. 30 (3): 1–96. arXiv:cond-mat/0512155. Bibcode:2005AnPh...30c...1W. doi:10.1051/anphys:2006003. ISSN 0003-4169. S2CID 119417013.
- Geiger, Mario; Petrini, Leonardo; Wyart, Matthieu (August 2021). "Landscape and training regimes in deep learning". Physics Reports. 924: 1–18. Bibcode:2021PhR...924....1G. doi:10.1016/j.physrep.2021.04.001. ISSN 0370-1573. S2CID 234848577.
- Müller, Markus; Wyart, Matthieu (March 2015). "Marginal Stability in Structural, Spin, and Electron Glasses". Annual Review of Condensed Matter Physics. 6 (1): 177–200. arXiv:1406.7669. Bibcode:2015ARCMP...6..177M. doi:10.1146/annurev-conmatphys-031214-014614. ISSN 1947-5454. S2CID 119251236.
- Wyart, Matthieu; Cates, Michael E. (2017-11-09). "Does a Growing Static Length Scale Control the Glass Transition?". Physical Review Letters. 119 (19): 195501. arXiv:1705.06588. Bibcode:2017PhRvL.119s5501W. doi:10.1103/physrevlett.119.195501. ISSN 0031-9007. PMID 29219532. S2CID 2211771.
- Wyart, M.; Cates, M. E. (2014-03-06). "Discontinuous Shear Thickening without Inertia in Dense Non-Brownian Suspensions". Physical Review Letters. 112 (9): 098302. arXiv:1311.4099. Bibcode:2014PhRvL.112i8302W. doi:10.1103/physrevlett.112.098302. hdl:20.500.11820/27efefc6-b716-458e-8a0a-9870cd2c20d9. ISSN 0031-9007. PMID 24655284. S2CID 10623461.
- Bouchaud, Jean-Philippe; Gefen, Yuval; Potters, Marc; Wyart, Matthieu (April 2004). "Fluctuations and response in financial markets: the subtle nature of 'random' price changes". Quantitative Finance. 4 (2): 176–190. arXiv:cond-mat/0307332. doi:10.1080/14697680400000022. ISSN 1469-7688. S2CID 219718300.
References
- ^ a b "Strategic topics with a focus on the next performance period". www.admin.ch. Retrieved 2021-07-06.
- ^ a b c "Prof. Matthieu Wyart". www.epfl.ch. Retrieved 2021-07-06.
- ^ Bouchaud, Jean-Philippe; Gefen, Yuval; Potters, Marc; Wyart, Matthieu (April 2004). "Fluctuations and response in financial markets: the subtle nature of 'random' price changes". Quantitative Finance. 4 (2): 176–190. arXiv:cond-mat/0307332. doi:10.1080/14697680400000022. ISSN 1469-7688. S2CID 219718300.
- ^ Wyart, Matthieu (2005-11-24). On the rigidity of amorphous solids. Price fluctuations, Conventions and Microstructure of Financial Markets (phdthesis thesis). Ecole Polytechnique X.
- ^ Wyart, Matthieu; Bouchaud, Jean-Philippe; Kockelkoren, Julien; Potters, Marc; Vettorazzo, Michele (February 2008). "Relation between bid–ask spread, impact and volatility in order-driven markets". Quantitative Finance. 8 (1): 41–57. doi:10.1080/14697680701344515. ISSN 1469-7688. S2CID 7940187.
- ^ "Physics/ Materials Department Colloquium: Tuesday, October 8, 2019 --Architecture and Co-Evolution of Allosteric Materials | Department of Physics - UC Santa Barbara". www.physics.ucsb.edu. Retrieved 2021-07-07.
- ^ Fang-Yen, C.; Wyart, M.; Xie, J.; Kawai, R.; Kodger, T.; Chen, S.; Wen, Q.; Samuel, A. D. T. (2010-11-23). "Biomechanical analysis of gait adaptation in the nematode Caenorhabditis elegans". Proceedings of the National Academy of Sciences. 107 (47): 20323–20328. Bibcode:2010PNAS..10720323F. doi:10.1073/pnas.1003016107. ISSN 0027-8424. PMC 2996704. PMID 21048086.
- ^ Wyart, Matthieu; Botstein, David; Wingreen, Ned S. (2010-11-04). Ohler, Uwe (ed.). "Evaluating Gene Expression Dynamics Using Pairwise RNA FISH Data". PLOS Computational Biology. 6 (11): e1000979. Bibcode:2010PLSCB...6E0979W. doi:10.1371/journal.pcbi.1000979. ISSN 1553-7358. PMC 2973809. PMID 21079668.
- ^ a b "Three NYU Faculty Win Sloan Foundation Fellowships". NYU. 2011-02-11.
- ^ "APS Fellow Archive". www.aps.org. Retrieved 2021-10-15.
- ^ Ravasio, Riccardo; Flatt, Solange Marie; Yan, Le; Zamuner, Stefano; Brito, Carolina; Wyart, Matthieu (2019-11-19). "Mechanics of Allostery: Contrasting the Induced Fit and Population Shift Scenarios". Biophysical Journal. 117 (10): 1954–1962. arXiv:1906.05043. Bibcode:2019BpJ...117.1954R. doi:10.1016/j.bpj.2019.10.002. ISSN 0006-3495. PMC 7031744. PMID 31653447.
- ^ Baity-Jesi, Marco; Sagun, Levent; Geiger, Mario; Spigler, Stefano; Ben Arous, Gérard; Cammarota, Chiara; LeCun, Yann; Wyart, Matthieu; Biroli, Giulio (2019-12-20). "Comparing dynamics: deep neural networks versus glassy systems". Journal of Statistical Mechanics: Theory and Experiment. 2019 (12): 124013. arXiv:1803.06969. Bibcode:2019JSMTE..12.4013B. doi:10.1088/1742-5468/ab3281. ISSN 1742-5468. S2CID 3975092.
- ^ a b DeGiuli, E.; Düring, G.; Lerner, E.; Wyart, M. (2015-06-09). "Unified theory of inertial granular flows and non-Brownian suspensions". Physical Review E. 91 (6): 062206. arXiv:1410.3535. Bibcode:2015PhRvE..91f2206D. doi:10.1103/PhysRevE.91.062206. PMID 26172704. S2CID 3547576.
- ^ Yan, Le; Wyart, Matthieu (2014-11-21). "Evolution of Covalent Networks under Cooling: Contrasting the Rigidity Window and Jamming Scenarios". Physical Review Letters. 113 (21): 215504. arXiv:1406.2748. Bibcode:2014PhRvL.113u5504Y. doi:10.1103/PhysRevLett.113.215504. PMID 25479505. S2CID 35811546.
- ^ Müller, Markus; Wyart, Matthieu (March 2015). "Marginal Stability in Structural, Spin, and Electron Glasses". Annual Review of Condensed Matter Physics. 6 (1): 177–200. arXiv:1406.7669. Bibcode:2015ARCMP...6..177M. doi:10.1146/annurev-conmatphys-031214-014614. ISSN 1947-5454. S2CID 119251236.
- ^ Lin, Jie; Lerner, Edan; Rosso, Alberto; Wyart, Matthieu (2014-10-07). "Scaling description of the yielding transition in soft amorphous solids at zero temperature". Proceedings of the National Academy of Sciences. 111 (40): 14382–14387. arXiv:1403.6735. Bibcode:2014PNAS..11114382L. doi:10.1073/pnas.1406391111. PMC 4210034. PMID 25246567.
- ^ a b Ji, Wencheng; de Geus, Tom W. J.; Agoritsas, Elisabeth; Wyart, Matthieu (2022). "Mean-field description for the architecture of low-energy excitations in glasses". Physical Review E. 105 (4): 044601. arXiv:2106.13153. Bibcode:2022PhRvE.105d4601J. doi:10.1103/PhysRevE.105.044601. PMID 35590661. S2CID 247964928.
- ^ Popović, Marko; de Geus, Tom W. J.; Ji, Wencheng; Wyart, Matthieu (2021). "Thermally activated flow in models of amorphous solids". Physical Review E. 104 (2): 025010. arXiv:2009.04963. Bibcode:2021PhRvE.104b5010P. doi:10.1103/PhysRevE.104.025010. PMID 34525527. S2CID 221586284.
- ^ Lerner, Edan; Düring, Gustavo; Wyart, Matthieu (2013-08-07). "Low-energy non-linear excitations in sphere packings". Soft Matter. 9 (34): 8252–8263. arXiv:1302.3990. Bibcode:2013SMat....9.8252L. doi:10.1039/C3SM50515D. ISSN 1744-6848. S2CID 95900654.
- ^ Gueudré, Thomas; Lin, Jie; Rosso, Alberto; Wyart, Matthieu (2017-05-24). "Scaling description of non-local rheology". Soft Matter. 13 (20): 3794–3801. arXiv:1607.07290. Bibcode:2017SMat...13.3794G. doi:10.1039/C7SM00434F. ISSN 1744-6848. PMID 28492682. S2CID 28165820.
- ^ Popović, Marko; de Geus, Tom W. J.; Wyart, Matthieu (2018-10-11). "Elastoplastic description of sudden failure in athermal amorphous materials during quasistatic loading". Physical Review E. 98 (4): 040901. arXiv:1803.11504. Bibcode:2018PhRvE..98d0901P. doi:10.1103/PhysRevE.98.040901. S2CID 125584602.
- ^ Ji, Wencheng; de Geus, Tom W. J.; Popović, Marko; Agoritsas, Elisabeth; Wyart, Matthieu (2020-12-04). "Thermal origin of quasilocalized excitations in glasses". Physical Review E. 102 (6): 062110. arXiv:1912.10537. Bibcode:2020PhRvE.102f2110J. doi:10.1103/PhysRevE.102.062110. PMID 33466080. S2CID 209444846.
- ^ "Simons Investigators". Simons Foundation. 2018-07-10. Retrieved 2021-07-06.
- ^ a b "Curriculum Vitae Matthieu Wyart" (PDF). EPFL.
- ^ Joanny, Jean-François; Pincus, Philip A. (2007). "Pierre-Gilles De Gennes". Physics Today. 60 (8): 71. Bibcode:2007PhT....60h..71J. doi:10.1063/1.2774111. ISSN 0031-9228.
- ^ Tatarchenko, Ksenia (2013). ""A HOUSE WITH THE WINDOW TO THE WEST": THE AKADEMGORODOK COMPUTER CENTER (1958-1993)".
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External links
- Matthieu Wyart publications indexed by Google Scholar
- Website of the Physics of Complex Systems Laboratory