Fast Amortized Fitting of Scientific Signals Across Time and Ensembles via Transferable Neural Fields
arXiv:2604.19979v1 Announce Type: new
Abstract: Neural fields, also known as implicit neural representations (INRs), offer a powerful framework for modeling continuous geometry, but their effectiveness in high-dimensional scientific settings is limite…