2 papers
cs.LG2025
Scale-Consistent Learning for Partial Differential Equations
Zongyi Li, Samuel Lanthaler, Catherine Deng +4
Machine learning (ML) models have emerged as a promising approach for solving partial differential equations (PDEs) in science and engineering. Previous ML models typically cannot…
physics.optics2025
Single-shot volumetric fluorescence imaging with neural fields
Oumeng Zhang, Haowen Zhou, Brandon Y. Feng +5
Single-shot volumetric fluorescence (SVF) imaging offers a significant advantage over traditional imaging methods that require scanning across multiple axial planes as it can captu…