EdgeGeoDiff: A Novel Two-Stage Diffusion Approach for Precipitation Downscaling with Edge Details and Geographical Priors. [PDF]
Zhang S, Zhang C, Wu T, Zou T, Dong Y.
europepmc +1 more source
Why Are Physics‐Based Models Taking so Long to Run?
Abstract Physics‐based models provide a reliable and interpretable framework based on established physical laws, allowing them to deal with unforeseen future conditions much better than statistical data‐driven methods. Physics‐based models in Earth science (e.g., climate models, hydrological models, and groundwater models) are commonly used for ...
Xiuquan Wang
wiley +1 more source
UniNS is a hybrid neuro‐symbolic framework that simulates nanoscale swarms in tumor microenvironments by coupling mesoscopic hydrodynamics with structure‐regularized causal discovery. It reduces biochemical prediction errors by 27.3% and dynamically prevents spurious correlations, offering a scalable, thermodynamically consistent testbed for precision ...
Xinyuan Chen +3 more
wiley +1 more source
Reconstructing fine-scale 3D wind fields with terrain-informed machine learning. [PDF]
Lin C +6 more
europepmc +1 more source
ABSTRACT Seismic fragility assessment of reinforced concrete (RC) bridges exposed to corrosive environments must reliably capture time‐dependent deterioration impacts. Climate change compounds this challenge through nonstationary temperature and humidity variations that accelerate bridge corrosion.
Yexiang Yan, Yazhou Xie
wiley +1 more source
INDRA-CMIP6: Indian subcontinent high resolution Downscaled pRecipitation and Air temperature data from CMIP6. [PDF]
Mandal J +3 more
europepmc +1 more source
Design and Deployment of a Regulation‐Compliant Infrared Heating System for UK Field Trials
ABSTRACT Free‐air warming systems are essential for simulating climate change in field conditions, yet most are not designed to meet UK or EU health and safety standards. We present the design and field deployment of a hexagonal temperature‐free air controlled enhancement (T‐FACE) system that meets UK and EU health and safety requirements for outdoor ...
Isabel Faci +6 more
wiley +1 more source
A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation. [PDF]
Schmidt J +4 more
europepmc +1 more source
Abstract The integration of coarse‐grained (CG) approaches into docking workflows offers a powerful strategy for modeling large biomolecular assemblies with reduced computational costs. We present here the implementation of the MARTINI2 CG force field into the HADDOCK3 integrative modeling platform.
Raphaelle Versini +4 more
wiley +1 more source
The Environmental Protection Agency (EPA) Dynamically Downscaled Ensemble (EDDE) version 2: A 3D physics-based dataset for projections of future extreme weather events. [PDF]
Mallard MS +5 more
europepmc +1 more source

