Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models von Nicoli, Kim A., Anders, Christopher J., Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi, Stornati, Paolo

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Asymptotically unbiased estimation of physical observables with neural samplers von Nicoli, Kim A., Nakajima, Shinichi, Strodthoff, Nils, Samek, Wojciech, Mueller, Klaus-Robert, Kessel, Pan

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Gradients should stay on path: better estimators of the reverse- and forward KL divergence for normalizing flows von Vaitl, Lorenz, Nicoli, Kim A, Nakajima, Shinichi, Kessel, Pan

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Detecting and mitigating mode-collapse for flow-based sampling of lattice field theories von Nicoli, Kim A., Anders, Christopher J., Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi

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Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse von Nicoli, Kim A., Anders, Christopher J., Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi, Stornati, Paolo

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Gradients should stay on Path: Better Estimators of the Reverse- and Forward KL Divergence for Normalizing Flows von Vaitl, Lorenz, Nicoli, Kim A, Nakajima, Shinichi, Kessel, Pan

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Path-Gradient Estimators for Continuous Normalizing Flows von Vaitl, Lorenz, Nicoli, Kim A, Nakajima, Shinichi, Kessel, Pan

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Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects von Bulgarelli, Andrea, Cellini, Elia, Jansen, Karl, Kühn, Stefan, Nada, Alessandro, Nakajima, Shinichi, Nicoli, Kim A, Panero, Marco

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Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories von Nicoli, Kim A, Anders, Christopher J, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi

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Physics-Informed Bayesian Optimization of Variational Quantum Circuits von Nicoli, Kim A, Anders, Christopher J, Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kühn, Stefan, Müller, Klaus-Robert, Stornati, Paolo, Kessel, Pan, Nakajima, Shinichi

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Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse von Nicoli, Kim A, Anders, Christopher, Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi, Stornati, Paolo

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Analysis of Atomistic Representations Using Weighted Skip-Connections von Nicoli, Kim A, Kessel, Pan, Gastegger, Michael, Schütt, Kristof T

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Gradients should stay on Path: Better Estimators of the Reverse- and Forward KL Divergence for Normalizing Flows von Lorenz Vaitl, Nicoli, Kim A, Nakajima, Shinichi, Kessel, Pan

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Path-Gradient Estimators for Continuous Normalizing Flows von Lorenz Vaitl, Nicoli, Kim A, Nakajima, Shinichi, Kessel, Pan

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Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models von Nicoli, Kim A, Anders, Christopher J, Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi, Stornati, Paolo

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Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects von Bulgarelli, Andrea, Cellini, Elia, Jansen, Karl, Kühn, Stefan, Nada, Alessandro, Nakajima, Shinichi, Nicoli, Kim A, Panero, Marco

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Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories von Nicoli, Kim A, Anders, Christopher J, Hartung, Tobias, Jansen, Karl, Kessel, Pan, Nakajima, Shinichi

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Asymptotically unbiased estimation of physical observables with neural samplers von Nicoli, Kim A, Nakajima, Shinichi, Strodthoff, Nils, Samek, Wojciech, Klaus-Robert Müller, Kessel, Pan

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Physics-Informed Bayesian Optimization of Variational Quantum Circuits von Nicoli, Kim A, Anders, Christopher J, Funcke, Lena, Hartung, Tobias, Jansen, Karl, Kühn, Stefan, Klaus-Robert Müller, Stornati, Paolo, Kessel, Pan, Nakajima, Shinichi

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Modern applications of machine learning in quantum sciences von Dawid, Anna, Arnold, Julian, Requena, Borja, Gresch, Alexander, Płodzień, Marcin, Donatella, Kaelan, Nicoli, Kim A, Stornati, Paolo, Koch, Rouven, Büttner, Miriam, Okuła, Robert, Muñoz-Gil, Gorka, Vargas-Hernández, Rodrigo A, Cervera-Lierta, Alba, Carrasquilla, Juan, Dunjko, Vedran, Gabrié, Marylou, Huembeli, Patrick, van Nieuwenburg, Evert, Vicentini, Filippo, Wang, Lei, Wetzel, Sebastian J, Carleo, Giuseppe, Greplová, Eliška, Krems, Roman, Marquardt, Florian, Tomza, Michał, Lewenstein, Maciej, Dauphin, Alexandre

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