Хайлтын үр дүнгүүд - Sergey Oladyshkin

The Connection between Bayesian Inference and Information Theory for Model Selection, Information Gain and Experimental Design -н Sergey Oladyshkin, Wolfgang Nowak

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Bayesian³ Active Learning for the Gaussian Process Emulator Using Information Theory -н Sergey Oladyshkin, Farid Mohammadi, Ilja Kroeker, Wolfgang Nowak

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Improving Thermochemical Energy Storage Dynamics Forecast with Physics-Inspired Neural Network Architecture -н Timothy Praditia, Thilo Walser, Sergey Oladyshkin, Wolfgang Nowak

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Information‐Theoretic Scores for Bayesian Model Selection and Similarity Analysis: Concept and Application to a Groundwater Problem -н Maria Fernanda Morales Oreamuno, Sergey Oladyshkin, Wolfgang Nowak

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Efficient confidence interval computation for physics-aware machine learning of diffusion-sorption models -н Stefania Scheurer, Stefania Scheurer, Riccardo Frenner, Riccardo Frenner, Riccardo Frenner, Tim Brünnette, Tim Brünnette, Sergey Oladyshkin, Sergey Oladyshkin, Wolfgang Nowak, Wolfgang Nowak

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Physical Domain Reconstruction with Finite Volume Neural Networks -н Coşku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte

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Household sand filters for heavy metal removal exhibit limited nitrification and risk of nitrate contamination -н Ran Wei, Anh Van Le, Binlong Liu, Mohammad Azari, Sergey Oladyshkin, Andreas Kappler, Andreas Kappler, Wolfgang Nowak

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Bayesian Calibration Points to Misconceptions in Three‐Dimensional Hydrodynamic Reservoir Modeling -н Sebastian Schwindt, Sergio Callau Medrano, Kilian Mouris, Felix Beckers, Stefan Haun, Wolfgang Nowak, Silke Wieprecht, Sergey Oladyshkin

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