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🏛️ The cond-mat.stat-mech Crypt
cond-mat.stat-mech: Where cond-mat.stat-mech papers rest without their code.
168
Total Papers
150
No Code
2
Twilight
16
Has Code
9.5%
Survival Rate
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Unsupervised learning of phase transitions: from principal component analysis to variational autoencoders
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Unsupervised Generative Modeling Using Matrix Product States
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Solving Statistical Mechanics Using Variational Autoregressive Networks
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Learning Thermodynamics with Boltzmann Machines
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Information Flows? A Critique of Transfer Entropies
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Phase Transitions in Semidefinite Relaxations
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Clustering implies geometry in networks
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Optimal structure and parameter learning of Ising models
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Random walks and community detection in hypergraphs
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Unique Information via Dependency Constraints
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Identifying Quantum Phase Transitions with Adversarial Neural Networks
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Is stochastic thermodynamics the key to understanding the energy costs of computation?
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Fast counting with tensor networks
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Cover time for random walks on arbitrary complex networks
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Correlation-powered Information Engines and the Thermodynamics of Self-Correction
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Above and Beyond the Landauer Bound: Thermodynamics of Modularity
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Leveraging Environmental Correlations: The Thermodynamics of Requisite Variety
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Thermodynamics and Feature Extraction by Machine Learning
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Uncertainty relations and fluctuation theorems for Bayes nets
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Learning to grow: control of material self-assembly using evolutionary reinforcement learning
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Advanced Mean Field Theory of Restricted Boltzmann Machine
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Nearly Maximally Predictive Features and Their Dimensions
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