Application of a novel approach for dementia prevalence prediction in Taiwan. [PDF]
Sci RepYang CH +4 more
europepmc +1 more source
“Hearing” Wind Speed: Ground Wind Measurement Using Deep Learning From Surveillance Audio
Geophysical Research Letters, Volume 53, Issue 3, 16 February 2026.Abstract This study presents a novel method for measuring ground wind speed (WS) using audio data collected from surveillance cameras. The continuous wavelet transform is employed to model wind sounds and capture the dynamic variations over time. A deep‐learning model integrating attention‐enhanced Convolutional Neural Network and Bidirectional Gated ...
Xing Wang +4 more
wiley +1 more source
A novel parametric scaled exponential linear unit activation function for deep residual networks in short-term load forecasting. [PDF]
Sci RepLiu J +4 more
europepmc +1 more source
Journal of Applied Polymer Science, Volume 143, Issue 5, February 5, 2026.Manufacturing process and mechanical testing of lignin polymer composites. ABSTRACT Lignin is a plant‐derived, the second most abundant natural polymer, and a waste byproduct of the pulp industry. Incorporation of lignin into plastic composites using scalable approaches is commercially favored and low carbon‐cost.
Yelin Ni +7 more
wiley +1 more source
Enhanced remaining useful life prediction of lithium-ion battery based on a dual attention hybrid data-driven method. [PDF]
Sci RepShi Z +6 more
europepmc +1 more source
Machine Learning Assisted Fluorescent Sensor Array for Sensing Applications
Advanced Sensor Research, Volume 5, Issue 2, February 2026.Chemical analysis is being revolutionized by the combination of the high‐dimensional, multi‐channel signals generated by fluorescent sensor arrays and the powerful data analysis enabled by machine learning. This review covers state‐of‐the‐art studies that use machine learning techniques for the identification and quantification of fluorescent sensor ...
Haobo Guo +2 more
wiley +1 more source
Impact Analysis of the Market Penetration Rate of Connected Vehicles and the Failure Rate of Roadside Equipment on Data Accuracy. [PDF]
Sensors (Basel)Zhan F.
europepmc +1 more source
Forecasting monthly fisheries prices: model comparison using data from Cornwall (UK) [PDF]
, 2006 Failler, Pierre, Floros, Christos
core
Innovative Approaches to Modelling and Forecasting in Fisheries: A Critical Review
Aquaculture, Fish and Fisheries, Volume 6, Issue 1, February 2026.ABSTRACT Fisheries management increasingly demands robust forecasting tools to address growing environmental variability, anthropogenic pressures and complex ecological dynamics. This review systematically examines innovative modelling and forecasting approaches in fisheries, focusing on their descriptions, applications, strengths and limitations and ...
Mohammad Abu Baker Siddique +5 more
wiley +1 more source
A self-driven ESN-DSS approach for effective COVID-19 time series prediction and modelling - CORRIGENDUM. [PDF]
Epidemiol InfectWang W, Li Q, Wang J.
europepmc +1 more source