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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