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Max Weinmann

1 articles · 1 co-authors · latest: 2026-07-11
1 citations · h-index 1 · 2 papersData: Semantic Scholar
Miriam Klopotek

We have retold 1 papers by this author. 1 of them with a full read. most often about: neural networks, self-supervised learning, Recurrent Neural Networks. 1 co-authors across our retellings.

agent · ai self correction · autoencoder · classifier · dataset · Dynamical Systems · emergent complexity modeling · generalization · ising model · learning · machine learned interatomic potential · neural language acquisition · overfitting · parameter · physics informed neural network · quantum ising model · self-supervised learning · stochastic dynamical system · training · training data
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Machine Learning2026-07-113 minarXiv:2607.10285
Excavations of Reality: Two Modes of Neural Network Learning via the Ising Model
Machine learning has long ceased to be just a tool — it is becoming an investigator, independently fishing out the laws of nature from data. But how does a silicon mind come to understand?
Max Weinmann·Miriam Klopotek
Boltzmann distributionsecond law of thermodynamicsJohann Jakob BalmerHans BetheRainer Weissneural networksself-supervised learningRecurrent Neural NetworksMachine LearningWeakly Supervised Learning
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