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CECAM - Machine Learning Meets Statistical Mechanics: Success and Future Challenges in BiosimulationsMachine Learning Meets Statistical Mechanics: Success and Future Challenges in Biosimulations
Journal of Statistical Mechanics: Theory and Experiment - IOPscience
Statistical mechanics of deep learning - Surya Ganguli - YouTube
A Tale of Two Probabilities – Alianna J. Maren
Statistical Mechanics of Phases and Phase Transitions | Princeton University Press
Phys. Rev. X 11, 031059 (2021) - Statistical Mechanics of Deep Linear Neural Networks: The Backpropagating Kernel Renormalization
Book – Alianna J. Maren
Recent advances and applications of deep learning methods in materials science | npj Computational Materials
Frontiers | A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics
Naftali Tishby: 'Information theory and statistical physics of Deep Learning' - Media Hopper Create
Statistical mechanics of deep learning - Surya Ganguli - YouTube
Towards a new Theory of Learning: Statistical Mechanics of Deep Neural Networks – calculated | content
The Principles of Deep Learning Theory: An Effective Theory Approach to Understanding Neural Networks: Roberts, Daniel A., Yaida, Sho, Hanin, Boris: 9781316519332: Amazon.com: Books
Introduction to Diffusion Models for Machine Learning
Statistical mechanics learning | Pattern recognition and machine learning | Cambridge University Press
Statistical Mechanics of Neural Networks | SpringerLink
Solving physics many-body problems with deep learning
Boltzmann machine - Wikipedia
Statistical Mechanics of Deep Learning | Annual Review of Condensed Matter Physics
Physica A: Statistical Mechanics and its Applications | Journal | ScienceDirect.com by Elsevier
The Statistical Physics of Data Assimilation and Machine Learning
Statistical mechanics of deep learning beyond the infinite-width limit - YouTube
Book – Alianna J. Maren
Best of arXiv.org for AI, Machine Learning, and Deep Learning – June 2020 - insideBIGDATA
![PDF] The deep learning and statistical physics applications to the problems of combinatorial optimization | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/7ad6cb5870dd3a720bb4353db60222ead3c1b07e/8-Figure3-1.png "PDF] The deep learning and statistical physics applications to the problems of combinatorial optimization | Semantic Scholar")