Bridging the weather and climate divide with artificial intelligence. [PDF]
Camps-Valls G +19 more
europepmc +1 more source
GraphRAG for engineering diagrams: ChatP&ID enables LLM interaction with P&IDs
Abstract Piping and Instrumentation Diagrams (P&IDs) are central to process engineering workflows, yet extracting information from them remains a tedious and time‐consuming task. This work introduces ChatP&ID, a framework enabling natural‐language interaction with smart P&IDs through Graph Retrieval‐Augmented Generation (GraphRAG), to our knowledge ...
Achmad Anggawirya Alimin +1 more
wiley +1 more source
Regional downscaling increases projected changes of maritime continent large scale rainfall extremes. [PDF]
Delage F +11 more
europepmc +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
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
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
An examination of the complex climate risks and management approaches confronting the Northeast Tiger and Leopard National Park in the future. [PDF]
Wu Y, Liu X, Zhao Z.
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
Choice of Downscaled Climate Product Matters: Projections of Valley Fever Seasonality in a Warming Climate. [PDF]
Schollaert CL +7 more
europepmc +1 more source
Calibrating MODIS aerosol optical depth for predicting daily PM2.5 concentrations via statistical downscaling. [PDF]
Chang HH, Hu X, Liu Y.
europepmc +1 more source

