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FAIR Research Data With NOMAD FAIRmat's Distributed, Schema-based Research-data Infrastructure to Harmonize RDM in Materials Science.

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An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning., , , , , , , , , and . IEEE Access, (2018)On Matching, and Even Rectifying, Dynamical Systems through Koopman Operator Eigenfunctions., , , and . SIAM J. Applied Dynamical Systems, 17 (2): 1925-1960 (2018)Safe Policy Improvement Approaches on Discrete Markov Decision Processes., , , and . ICAART (2), page 142-151. SCITEPRESS, (2022)Learning the temporal evolution of multivariate densities via normalizing flows., , , , , and . CoRR, (2021)Solving partial differential equations with sampled neural networks., , , , , , , , and . CoRR, (2024)Gappy local conformal auto-encoders for heterogeneous data fusion: in praise of rigidity., , , , , , and . CoRR, (2023)Bridging the Gap: From Cellular Automata to Differential Equation Models for Pedestrian Dynamics., , , and . PPAM (2), volume 8385 of Lecture Notes in Computer Science, page 659-668. Springer, (2013)LOCA: LOcal Conformal Autoencoder for standardized data coordinates., , , , , , and . CoRR, (2020)Safe Policy Improvement Approaches and Their Limitations., , , and . ICAART (Revised Selected Paper, volume 13786 of Lecture Notes in Computer Science, page 74-98. Springer, (2022)Multi-fidelity Gaussian process surrogate modeling for regression problems in physics., , , , , , and . Mach. Learn. Sci. Technol., 5 (4): 45015 (2024)