Explainable Representation Learning of Small Quantum States

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Explainable Representation Learning of Small Quantum States

9 June 2023

Evert P L van Nieuwenburg

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Papers citing "Explainable Representation Learning of Small Quantum States"

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Title
Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders Paulin de Schoulepnikoff Gorka Muñoz-Gil Hendrik Poulsen Nautrup Hans J. Briegel DRL 55 0 0 13 Jun 2025
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 164 3 0 30 Mar 2025
Adiabatic Fine-Tuning of Neural Quantum States Enables Detection of Phase Transitions in Weight Space Vinicius Hernandes Thomas Spriggs Saqar Khaleefah E. Greplova 109 1 0 21 Mar 2025
Closed-Form Interpretation of Neural Network Latent Spaces with Symbolic Gradients Zakaria Patel S. J. Wetzel 148 2 0 09 Sep 2024
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments Tareq Jaouni Sören Arlt Carlos Ruiz-Gonzalez Ebrahim Karimi Xuemei Gu Mario Krenn GNN 106 6 0 13 Sep 2023