3 papers
cs.MS2026
Implementation of tangent linear and adjoint models for neural networks based on a compiler library tool
Sa Xiao, Hao Jing, Honglu Sun +1
This paper presents TorchNWP, a compilation library tool for the efficient coupling of artificial intelligence components and traditional numerical models. It aims to address the i…
cs.LG2025
China Regional 3km Downscaling Based on Residual Corrective Diffusion Model
Honglu Sun, Hao Jing, Zhixiang Dai +4
A fundamental challenge in numerical weather prediction is to efficiently produce high-resolution forecasts. A common solution is applying downscaling methods, which include dynami…
q-bio.MN2024
On Hybrid Gene Regulatory Networks
Adrian Wurm, Honglu Sun
In this work, we study a class of hybrid dynamical systems called hybrid gene regulatory networks (HGRNs) which was proposed to model gene regulatory networks. In HGRNs, there exis…