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20222025
most citedEfficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems

2 citations · 4 across the 4 of their papers we have counts for

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cs.LG2023★ 1 cited

One-Shot Transfer Learning for Nonlinear ODEs

Wanzhou Lei, Pavlos Protopapas, Joy Parikh

We introduce a generalizable approach that combines perturbation method and one-shot transfer learning to solve nonlinear ODEs with a single polynomial term, using Physics-Informed…