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Finite Volume Neural Network: Modeling Subsurface Contaminant Transport., , , , , and . CoRR, (2021)Physics-informed neural networks for learning dynamic, distributed and uncertain systems.. University of Stuttgart, Germany, (2023)Composing Partial Differential Equations with Physics-Aware Neural Networks., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 10773-10801. PMLR, (2022)Replication Data for: Learning Groundwater Contaminant Diffusion-Sorption Processes with a Finite Volume Neural Network., , , , , and . (November 2022)Infering Boundary Conditions in Finite Volume Neural Networks., , , , , , and . ICANN (1), volume 13529 of Lecture Notes in Computer Science, page 538-549. Springer, (2022)PDEBENCH: An Extensive Benchmark for Scientific Machine Learning, , , , , , and . (2023)Physical Domain Reconstruction with Finite Volume Neural Networks., , , , , , and . Appl. Artif. Intell., (December 2023)The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory., , , , , and . Neural Networks, (September 2023)Composing Partial Differential Equations with Physics-Aware Neural Networks., , , , , and . CoRR, (2021)PDEBench: An Extensive Benchmark for Scientific Machine Learning., , , , , , and . NeurIPS, (2022)