Statistical Mechanics of Deep Learning | Annual Review of Condensed Matter Physics
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Best of arXiv.org for AI, Machine Learning, and Deep Learning – June 2020 - insideBIGDATA
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Yann LeCun on Twitter: "RT @marc_mezard: The fourth special issue of JSTAT on the Statistical Physics aspects of Machine Learning/Artificial Intelligence has been…" / Twitter
How to Determine if Your Machine Learning Model is Overtrained - KDnuggets | Machine learning models, Machine learning, Matrix theory
Recent advances and applications of deep learning methods in materials science | npj Computational Materials
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PDF] The deep learning and statistical physics applications to the problems of combinatorial optimization | Semantic Scholar
Book – Alianna J. Maren
Blog – My CMS
Evolution and Concepts Of Neural Networks | Deep Learning
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning
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Statistical Mechanics: Algorithms and Computations | Coursera
CECAM - Machine Learning Meets Statistical Mechanics: Success and Future Challenges in BiosimulationsMachine Learning Meets Statistical Mechanics: Success and Future Challenges in Biosimulations
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Introduction to Diffusion Models for Machine Learning
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Statistical Mechanics of Phases and Phase Transitions | Princeton University Press
Water | Free Full-Text | Deep Learning Method Based on Physics Informed Neural Network with Resnet Block for Solving Fluid Flow Problems
Statistical mechanics of deep learning - Surya Ganguli - YouTube
Statistical Mechanics of Deep Learning
Statistical mechanics of deep learning - Surya Ganguli - YouTube
