Statistical Mechanics: Theory and Molecular Simulation
Mark E. (Professor of Chemistry and Mathematics and Chemist Tuckerman
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A First Course in String Theory
Barton (Massachusetts Institute of Technology) Zwiebach
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Statistical Physics of Particles
Mehran (Massachusetts Institute of Technology) Kardar
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Networks
Mark (Anatol Rapoport Distinguished University Professor of Ph Newman
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Introduction to Statistical Physics
Kerson (MIT, Naples, Florida, USA) Huang
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The Principles of Deep Learning Theory : An Effective Theory Approach to Understanding Neural Networks
Daniel A. (Massachusetts Institute of Technology) Roberts
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Stochastic Thermodynamics : An Introduction
Luca Peliti
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Quantum Field Theory : The Why, What and How
Thanu Padmanabhan
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Renormalization Methods : A Guide For Beginners
William David (, School of Physics, University of Edinburgh, U McComb
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Information, Physics, and Computation
Marc (, Laboratoire de Physique Theorique et Modeles Statistiq Mezard
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Data Science and Complex Networks : Real Case Studies with Python
Guido (Full Professor in Theoretical Physics, Full Profess Caldarelli
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Essential Statistical Physics
Malcolm P. (Simon Fraser University, British Columbia) Kennett
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An Introduction to Statistical Mechanics and Thermodynamics
Robert H. (Emeritus Professor, Physics Department, Emeritus Swendsen
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An Introduction to Thermal Physics
Daniel V. (Professor of Physics, Professor of Physics, Webe Schroeder
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Machine Learning for Signal Processing : Data Science, Algorithms, and Computational Statistics
Prof Max A. (Professor of Mathematics, Aston University, Profe Little
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Econophysics and Physical Economics
Peter (Professor of Physics, Professor of Physics, Departmen Richmond
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Nonequilibrium Statistical Physics : A Modern Perspective
Roberto (Universita degli Studi di Firenze, Italy) Livi
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Snow Avalanches : Beliefs, Facts, and Science
Francois (Professor of Condensed Matter Physics, Professor of Louchet
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The Nature of Complex Networks
Sergey N. (Researcher, Researcher, Department of Physics, Dorogovtsev
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Active Matter and Nonequilibrium Statistical Physics : Lecture Notes of the Les Houches Summer School: Volume 112, September 2018
Julien (Director of Research, Director of Research, CNRS, Un Tailleur
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Sailing the Ocean of Complexity : Lessons from the Physics-Biology Frontier
Sauro (Senior Research Executive and Principal Investigator, Se Succi
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The Statistical Physics of Data Assimilation and Machine Learning
Henry D. I. (University of California, San Diego) Abarbanel
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Machine Learning with Neural Networks : An Introduction for Scientists and Engineers
Bernhard (Goeteborgs Universitet, Sweden) Mehlig
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Ultracold Atomic Physics
Hui (Tsinghua University, Beijing) Zhai
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