STF-DKANMixer: Tri-component decomposition with KAN-MLP hybrid architecture for time series forecasting. [PDF]
Wei J, Guo R, Wang Y.
europepmc +1 more source
How AI Shapes the Future Landscape of Sustainable Building Design With Climate Change Challenges?
This review examines how artificial intelligence reshapes sustainable building design faced with climate change challenges. The authors synthesize existing studies to demonstrate AI's transformative potential across design lifecycle phases from climate‐aware form generation to performance optimization.
Pengyuan Shen +5 more
wiley +1 more source
Maize yield estimation at different growth stage using weather variables by LASSO, elastic net and stepwise multiple linear regression techniques. [PDF]
Vashisth A, Aravind KS.
europepmc +1 more source
A flexible freestanding HfO2‐based ferroelectric membrane is achieved via a water‐assisted exfoliation technique using a Sr4Al2O₇ sacrificial layer. The BaTiO3/Hf0.5Zr0.5O2/BaTiO3 heterostructure maintains robust ferroelectricity and exhibits reliable synaptic plasticity.
Han Zhang +13 more
wiley +1 more source
Weather-driven groundnut price forecasting and profitability assessment of cropping patterns in Tamil Nadu using boosting algorithms. [PDF]
Muthuswamy K +9 more
europepmc +1 more source
Artificial Intelligence for Modeling and Forecasting Extreme Weather Events
Artem Ustimov
openalex +1 more source
ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray +3 more
wiley +1 more source
KALFormer: Knowledge-augmented attention learning for long-term time series forecasting with transformer. [PDF]
Dong X, Yang Q, Cheng W, Zhang Y.
europepmc +1 more source
On the Ordering Mechanism of Cu+ in 2D van der Waals Multiferroic CuCrP2S6
Temperature‐dependent X‐ray single‐crystal diffuse scattering measurements of CuCrP2S6 in the (H, K, 0) plane reveal the gradual emergence and strengthening of short‐range order upon cooling from 230 to 170 K. At intermediate temperatures, diffuse features become pronounced and eventually lock into sharp incommensurate satellite reflections, indicating
Jiasen Guo +5 more
wiley +1 more source
Accurate Mediterranean Sea forecasting via graph-based deep learning. [PDF]
Holmberg D +3 more
europepmc +1 more source

