ENTITY
Joel Fine
Joel Fine
PulseAugur coverage of Joel Fine — every cluster mentioning Joel Fine across labs, papers, and developer communities, ranked by signal.
Total · 30d
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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New PINN framework detailed for geometric analysis problems
This paper, a companion to a previous work, details a machine learning framework using physics-informed neural networks (PINNs) for constructing minimal discs in hyperbolic space. It focuses on methodological aspects, e…
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AI framework tests knot theory conjecture with minimal surfaces
Researchers have developed a novel machine learning framework using Physics-Informed Neural Networks (PINNs) to explore the relationship between knot theory and minimal surfaces. This framework was used to test a conjec…