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Using the existing method to obtain W, the contraction order π of the remaining tensor network

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cond-mat.stat-mech 1

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2025 1

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CONDITIONAL 1

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Integrating Neural Networks and Tensor Networks for Computing Free Energy

cond-mat.stat-mech · 2025-04-16 · conditional · novelty 5.0

Tensor-network-based variational autoregressive networks (TNVAN) fix a small 'width set' of spins, contract the rest of the network exactly, and fit a neural variational distribution on the reduced system to estimate free energy.

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  • Integrating Neural Networks and Tensor Networks for Computing Free Energy cond-mat.stat-mech · 2025-04-16 · conditional · none · ref 1

    Tensor-network-based variational autoregressive networks (TNVAN) fix a small 'width set' of spins, contract the rest of the network exactly, and fit a neural variational distribution on the reduced system to estimate free energy.