Design, development, and validation of a multimodal synergy-based intuitive virtual and augmented reality therapy platform for mental health. [PDF]
Olikkal P +10 more
europepmc +1 more source
Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin +4 more
wiley +1 more source
Full-Stack Architectures for Intelligent Brain-Computer Interfaces. [PDF]
Lee HK +9 more
europepmc +1 more source
A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws
The article develops a unified way to model and analyze self‐organizing systems whose interactions are constrained by conservation laws. It represents physical/biological/engineered networks as graphs and builds projection operators (from incidence/cycle structure) that enforce those constraints and decompose network variables into constrained versus ...
F. Barrows +7 more
wiley +1 more source
Performance evaluation of grid-forming battery energy storage systems for stability enhancement in solar PV plants. [PDF]
Alhmoud L +3 more
europepmc +1 more source
Harnessing Machine Learning to Understand and Design Disordered Solids
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley +1 more source
Virtual Sensing of Unmeasured Supply-Return Disturbances for Predictive Control in Cooperative Hydraulic Support Pushing. [PDF]
Wu T +6 more
europepmc +1 more source
When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
Force sensorless interaction wrench estimation for neural-learning impedance control of a flying parallel robot with actuator saturation. [PDF]
Zhu M +6 more
europepmc +1 more source

