Browsing School of Mathematical Sciences by Author "Panda, RK"
Now showing items 1-4 of 4
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Network science Ising states of matter.
Sun, H; Panda, RK; Verdel, R; Rodriguez, A; Dalmonte, M; Bianconi, G (American Physical Society, 2023) -
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
Panda, RK; Verdel, R; Rodriguez, R; SUN, H; Bianconi, G; Dalmonte, M (SciPost, 2023-12-14)We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal configurations. We illustrate our approach ... -
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
Panda, RK; Verdel, R; Rodriguez, A; Sun, H; Bianconi, G; Dalmonte, M (SciPost Foundation, 2023-11-13)We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal configurations. We illustrate our approach ... -
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
Panda, RK; Verdel, R; Rodriguez, A; Sun, H; Bianconi, G; Dalmonte, M (Scipost, 2023-10-16)We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal configurations. We illustrate our approach ...