NetKet 3: machine learning toolbox for many-body quantum systems

We introduce version 3 of NetKet, the machine learning toolbox for many-body quantum physics. NetKet is built around neural-network quantum states and provides efficient algorithms for their evaluation and optimization. This new version is built on top of JAX, a differentiable programming and accele...

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Bibliographic Details
Main Authors: Vicentini, F, Hofmann, D, Szabó, A, Wu, D, Roth, C, Giuliani, C, Pescia, G, Nys, J, Vargas-Calderón, V, Astrakhantsev, N, Carleo, G
Format: Journal article
Language:English
Published: SciPost 2022