ENTITY
Flow Map Learning
Flow Map Learning
PulseAugur coverage of Flow Map Learning — every cluster mentioning Flow Map Learning across labs, papers, and developer communities, ranked by signal.
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New principle offers theoretical grounding for ML model training with StopGrads
A new paper introduces the 'stopgrad regression principle' to provide theoretical grounding for training machine learning models using stopgrads. This principle characterizes stationary points and convergence guarantees…
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New Flow Map Learning framework models unknown nonlocal PDE systems
Researchers have developed a novel framework called Flow Map Learning (FML) to model unknown nonlocal partial differential equations (PDEs) directly from solution data. This approach bypasses the need to explicitly lear…