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Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems.

, , , и . CoRR, (2023)

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Nalini Kanta Saha

Elke Nalini Hinzpeter

Anita Nalini Patel

Rohini Kumar

Pardeep Kumar

 

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Scalable Behavioral Emulation of Extreme-Scale Systems Using Structural Simulation Toolkit., , , , и . ICPP, стр. 17:1-17:11. ACM, (2018)DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems., , , , , , , , , и 1 other автор(ы). MLHPC@SC, стр. 75-87. IEEE, (2019)Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit., , , , , и . SC Workshops, стр. 51-59. ACM, (2023)Towards Unsupervised Segmentation of Extreme Weather Events., , , , , и . CoRR, (2019)Using FPGAs to Accelerate HPC and Data Analytics on Intel-Based Systems., , , , и . ISC Workshops, том 11887 из Lecture Notes in Computer Science, стр. 561-566. Springer, (2019)Enabling Multi-level Network Modeling in Structural Simulation Toolkit for Next-Generation HPC Network Design Space Exploration., , , , , и . ISC Workshops, том 13999 из Lecture Notes in Computer Science, стр. 366-377. Springer, (2023)CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software., , , , , , , и . CLUSTER, стр. 785-792. IEEE Computer Society, (2015)Multi-fidelity Surrogate Modeling for Application/Architecture Co-design., , , , , , и . PMBS@SC, том 10724 из Lecture Notes in Computer Science, стр. 179-196. Springer, (2017)Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems., , , и . CoRR, (2023)Enabling Performant Thermal Conductivity Modeling with DeePMD and LAMMPS on CPUs., и . SC Workshops, стр. 88-94. ACM, (2023)