This repository contains the code for the paper Active Learning for Neural PDE Solvers (AL4PDE), introducing a modular and extensible active learning benchmark for time-dependent parametric PDE ...

We introduce Wavelet Diffusion Neural Operator (WDNO), a novel method for generative PDE simulation and control, to address diffusion models' challenges of modeling system states with abrupt changes ...

Boehringer Ingelheim has moved one of its top pipeline prospects – oral phosphodiesterase 4B (PDE4B) inhibitor BI 1015550 – into late-stage clinical testing for idiopathic pulmonary fibrosis and other ...