Arthritis Care &Research, Accepted Article.Objective High body mass index (BMI≥27 kg/m2) and aberrant gait biomechanics are primary risk factors for knee osteoarthritis (KOA), yet the specific loading patterns linked to clinical disease features remain unclear. Unsupervised machine learning (ML) was used to identify vertical ground reaction force (vGRF) waveform modes of variation and ...
Ashley N. Buck +10 more
wiley +1 more source
The Geography of Frail Ageing in Italy: Longevity, Non-Self-Sufficiency and Implications for Assistance Benefits. [PDF]
Int J Environ Res Public HealthMaccheroni C, Pace R, Venere G.
europepmc +1 more source
dynoGP: Deep Gaussian Processes for Dynamic System Identification
International Journal of Adaptive Control and Signal Processing, EarlyView.This work introduces a novel class of deep models for system identification, dynamical deep Gaussian processes, which combine the strengths of data‐driven methods, such as those based on neural network architectures, with the ability to output a probability distribution for uncertainty representation.
Alessio Benavoli +3 more
wiley +1 more source
Microgrids as a Tool for Energy Self-Sufficiency. [PDF]
Sensors (Basel)Bielecki S, Skoczkowski T, Wołowicz M.
europepmc +1 more source
Communal Labor in Ecovillages: Contradictions, Impasses, and Possibilities within the Notion of Self-sufficiency. [PDF]
Voluntas, 2022 Tres GS, de Souza WJ, de Moura Ferraz J.
europepmc +1 more source
What Do Large Language Models Know About Materials?
Advanced Engineering Materials, EarlyView.If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
The Great East Japan Earthquake reconstruction process in Rikuzentakata City: the trajectory of support activities and local self-sufficiency. [PDF]
Front Public HealthKuchii T +5 more
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
Advanced Engineering Materials, EarlyView.This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
CO<sub>2</sub>-assisted dehydrogenation-hydroformylation cascade enables syngas self-sufficiency and carbon-efficient propane upgrading. [PDF]
Sci AdvTian K +9 more
europepmc +1 more source