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Academic · 약 1분

Adaptive Diffusion Posterior Sampling for Data and Model Fusion of Complex Nonlinear Dynamical Systems

arXiv:2603.12635v1 Announce Type: new Abstract: High-fidelity numerical simulations of chaotic, high dimensional nonlinear dynamical systems are computationally expensive, necessitating the development of efficient surrogate models. …

Dibyajyoti Chakraborty, Hojin Kim, Romit Maulik

조회수 64회 03.16

Academic · 약 1분

Transformers for dynamical systems learn transfer operators in-context

arXiv:2602.18679v1 Announce Type: new Abstract: Large-scale foundation models for scientific machine learning adapt to physical settings unseen during training, such as zero-shot transfer between turbulent …

Anthony Bao, Jeffrey Lai, William Gilpin

조회수 57회 02.25