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Phase transition
Physical process of transition between basic states of matter
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📌 Topics
- Quantization (1)
- Matrix Computation (1)
🏷️ Keywords
scalar quantization (1) · matrix multiplication (1) · closed-form solution (1) · phase transition (1) · optimal density (1) · numerical computation (1) · compression (1)
📖 Key Information
In physics, chemistry and biology, a phase transition (or phase change) is the physical process of transition between one state of a medium and another. Commonly the term is used to refer to changes among the basic states of matter: solid, liquid, and gas, and in rare cases, plasma. A phase of a thermodynamic system and the states of matter have uniform physical properties.
📰 Related News (2)
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🇺🇸 From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
arXiv:2603.29805v1 Announce Type: cross Abstract: A key problem in the modern study of AI is predicting and understanding emergent capabilities in mo...
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🇺🇸 Optimal Scalar Quantization for Matrix Multiplication: Closed-Form Density and Phase Transition
arXiv:2603.19559v1 Announce Type: cross Abstract: We study entrywise scalar quantization of two matrices prior to multiplication. Given $A\in R^{m\ti...
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