Marco Baity-Jesi
Email: mb4399-at-columbia-dot-edu
Research Interests
- Dynamics and transport in supercooled liquids
- Deep machine learning
- Rugged Landscapes
- Spin glasses
- Jamming
Previous Positions and Education
- Postdoc, CEA Saclay, France, 2016-17 (Advisor: Giulio Biroli)
- Ph.D., Universidad Complutense de Madrid and Sapienza University of Rome [cum laude], Spain, 2015 (Advisors: Victor Martin-Mayor and Giorgio Parisi)
- M.Sc. in Physics [cum laude], Sapienza, University of Rome, Italy, 2011 (Advisors: Federico Ricci-Tersenghi and Victor Martin-Mayor)
- B.Sc. in Physics [cum laude], Sapienza, University of Rome, Italy, 2008 (Advisor: Federico Ricci-Tersenghi)
Honors
- Premio Extraordinario de Doctorado (2017), awarded by Universidad Complutense de Madrid
- Springer Theses Prize (2016), awarded by Nature Springer
- FPU fellowship (2012), awarded by Spanish Ministry of Education
- Borsa di Studio per la Tesi all'estero (2010), awarded by Sapienza
- Erasmus Scholarship (2008), awarded by European Union
Publications
- I. Hartarsky, M. Baity-Jesi, R. Ravasio, A. Billoire and G. Biroli, Maximum-energy records in glassy energy landscapes. , arXiv:1904.08024.
- M. Baity-Jesi and V. Mart\'in-Mayor, Precursors of the Spin Glass Transition in Three Dimensions. , arXiv:1901.05581.
- M. Geiger et al., The jamming transition as a paradigm to understand the loss landscape of deep neural networks. , arXiv:1809.09349.
- M. Baity-Jesi, A. Achard-de Lustrac and G. Biroli, Activated Dynamics: an intermediate model between REM and p-spin. Phys. Rev. E 98 1, 012133 (2018) , arXiv:1805.04581.
- M. Baity-Jesi et al., Mpemba Effect in Spin Glasses: a Persistent Memory Effect. Proc. Natl. Acad. Sci. USA , arXiv:1804.07569.
- M. Baity-Jesi et al., Aging Rate of Spin Glasses from Simulations Matches Experiments. Phys. Rev. Lett. 120, 267203 (2018) , arXiv:1803.02264.
- M. Baity-Jesi et al., Comparing Dynamics: Deep Neural Networks versus Glassy Systems. Proceedings of the 35th International Conference on Machine Learning, Stockholm, Sweden, PMLR 80, 2018, arXiv:1803.06969.
- M. Baity-Jesi, G. Biroli and C. Cammarota, Activated Aging Dynamics and Effective Trap Model Description in the Random Energy Model. J. Stat. Mech. (2018) 013301, arXiv:1708.03268.
- M. Baity-Jesi et al., Matching Microscopic and Macroscopic Responses in Glasses. Phys. Rev. Lett. 118, 157202 (2017), arXiv:1704.07777.
- M. Baity-Jesi et al., A statics-dynamics equivalence through the fluctuation–dissipation ratio provides a window into the spin-glass phase from nonequilibrium measurements. Proc. Natl. Acad. Sci. USA 114 (2017), 1838-1843, arXiv:1610.01418.
- M. Baity-Jesi, C.P. Goodrich, A.J. Liu, S.R. Nagel and J.P. Sethna , Emergent SO(3) Symmetry of the Frictionless Shear Jamming Transition. J. Stat. Phys., (2017) 167: 735 [Special Issue in Memory of Leo Kadanoff ], arXiv:1609.00280.
- M. Baity-Jesi, V. Martín-Mayor, G. Parisi and S. Pérez-Gaviro , Soft Modes, Localization and Two-Level Systems in Spin Glasses. Phys. Rev. Lett. 115, 267205 (2015), arXiv:1506.04927.
- L. Yan, M. Baity-Jesi, M. Mueller and M. Wyart, Dynamics and Correlations among Soft Excitations in Marginally Stable Glasses. Phys. Rev. Lett. 115, 267205 (2015), arXiv:1501.03017.
- M. Baity-Jesi and G. Parisi , Inherent Structures in m-component Spin Glasses
. Phys. Rev. B 91, 134203 (2015), arXiv:1410.2163.
- M. Baity-Jesi et al., The three dimensional Ising spin glass in an external magnetic field: the role of the silent majority. J. Stat. Mech. (2014) P05014, arXiv: arXiv:1403.2622 [Article chosen as journal highlight by JSTAT].
- M. Baity-Jesi et al., Dynamical Transition in the D=3 Edwards-Anderson spin glass in an external magnetic field. Phys. Rev. E, 89, 032140 (2014), arXiv:1307.4998.
- M. Baity-Jesi, L.A. Fernandez, V. Martin-Mayor and J.M. Sanz , Phase Transition in 3d Heisenberg Spin Glasses with Strong Anisotropies, through a Multi-GPU Parallelization. Phys. Rev. B, 89, 014202 (2014), arXiv:1309.1599.
- M. Baity-Jesi et al., Janus II: a new generation application-driven computer for spin-system simulations. Computer Physics Communications 185, 2, 550-559 (2014), arXiv:1310.1032.
- M. Baity-Jesi et al., Critical parameters of the three-dimensional Ising spin glass . Phys. Rev. B 88, 224416 (2013), arXiv:1310.2910.
- M. Baity-Jesi et al., The Janus project: boosting spin-glass simulations using FPGAs. IFAC Proceedings Volumes 46, 28 227-232 (2013).
- M. Baity-Jesi et al., Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling. LNCS 7640 (2013) 528-537; Parallel Processing Workshops, Euro-Par 2012 Rhodes Island, Greece, 27-31 August 2012 .
- M. Baity-Jesi et al., Janus 2: an FPGA-based supercomputer for spin glass simulations. Proceedings of the Future HPC Systems: the Challenges of Power Constrained Performance, p. 2:1-2:11, New York, NY, USA:ACM (2012).
- M. Baity-Jesi et al., Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project. The European Physical Journal - Special Topics, Volume 210, Number 1 (2012), 33-51, arXiv:1204.4134.
Book Chapters
- M. Baity-Jesi et al., An FPGA-Based Supercomputer for Statistical Physics: The Weird Case of Janus. Pages: 481-506 from High-Performance Computing Using FPGAs, Vanderbauwhede, Wim; Benkrid, Khaled (Eds.) 2013, Springer .
Books
- M. Baity-Jesi , Spin Glasses: Criticality and Energy Landscapes . Springer International Publishing Switzerland, 2016 .