V: Statistical and Nonlinear Physics II
ORAL · EE01 · ID: 2154388
Presentations
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Large and small fluctuations in oscillator networks from heterogeneous and correlated noise
ORAL
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Presenters
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Jason M Hindes
U.S. Naval Research Laboratory
Authors
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Jason M Hindes
U.S. Naval Research Laboratory
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Ira B Schwartz
United States Naval Research Laboratory
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Melvyn Tyloo
Los Alamos National Laboratory
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Statistical physics of regression with quadratic models
ORAL
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Presenters
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Blake Bordelon
Harvard University
Authors
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Blake Bordelon
Harvard University
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Cengiz Pehlevan
Harvard University
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Yasaman Bahri
Google LLC
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Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): a Bridge between Dynamical Systems and Machine Learning
ORAL
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Publication: Raffaele Marino, Lorenzo Giambagli, Lorenzo Chicchi, Lorenzo Buffoni, Duccio Fanelli, Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): a Bridge between Dynamical Systems and Machine Learning [to appear on Arxiv]
Presenters
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Raffaele Marino
Università degli studi di Firenze
Authors
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Raffaele Marino
Università degli studi di Firenze
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Phase classification and finite-size analysis with supervised machine learning
ORAL
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Publication: V. Chertenkov, E. Burovski, and L. Shchur, Finite-size analysis in neural network classification of critical phenomena}, PRE 108, L032102 (2023)
D. Suhoverhova, E. Burovski, L. Shchur, On the validity of transfer learning for temperature and critical exponent extraction, Springer Proceedings in Physics, submitted
D. Suhoverhova, V. Chertenkov, E. Burovski, L. Shchur, Validity and Limitations of Supervised Learning for Phase Transition Research, Lecture Notes in Computer Science, accepted
Presenters
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Lev Shchur
Landau ITP - Chernogolovka
Authors
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Lev Shchur
Landau ITP - Chernogolovka
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Thermodynamics of deterministic finite automata operating locally and periodically
ORAL
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Publication: "Thermodynamics of deterministic finite automata operating locally and periodically" in press at New J. Phys. and available as a preprint at https://arxiv.org/abs/2208.06895
Presenters
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Thomas E Ouldridge
Imperial College London
Authors
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David H Wolpert
Santa Fe Inst
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Thomas E Ouldridge
Imperial College London
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Thermodynamic processes of Quantum heat transport in atomic systems
ORAL
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Presenters
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Rodrigo A Ribeiro
Universidade de Pernambuco
Authors
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Rodrigo A Ribeiro
Universidade de Pernambuco
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Marcone I Sena Junior
Universidade de Pernambuco
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Towards quantization Conway Game of LifeKrzysztof Pomorski<sup>1,</sup><sup>3</sup>, Dariusz Kotula<sup>2,3</sup> 1: Institute of PhysicsLodz University of Technology, Lodz, Poland2: Faculty of Computer Science and TelecommunicationCracow University of Technology, Cracow, Poland3: Quantum Hardware Systems, Lodz, Poland
ORAL
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Presenters
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Krzysztof D Pomorski
Lodz University of Technology
Authors
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Krzysztof D Pomorski
Lodz University of Technology
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Dariusz Kotula
Cracow University of Technology
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Entropy production of a qubit out of the perturbative regime
ORAL
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Publication: [1] M.H. Ansari, Y.V. Nazarov, "Rényi entropy flows from quantum heat engines", Phys. Rev. B 91, 104303 (2015); arXiv:1408.3910.
[2] M.H. Ansari, A. van Steensel, Y.V. Nazarov, "Entropy Production in Quantum is Different", Entropy, 21(9), 854 (2019); arXiv:1907.09241.Presenters
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Julian Rapp
Forschungszentrum Jülich GmbH
Authors
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Julian Rapp
Forschungszentrum Jülich GmbH
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Information rates of neural activity on varying time scales
ORAL
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Presenters
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Tobias Kühn
Sorbonne University
Authors
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Tobias Kühn
Sorbonne University
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Ulisse Ferrari
Sorbonne University
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