Why Homochirality in Biology? Coherent Water as a Morphogenetic Dynamic Mold Down to the Molecular Level: A QED Perspective. [PDF]
Renati P.
europepmc +1 more source
Graphene Materials for Sustainable Energy Applications: A Contemporary Perspective
ABSTRACT Graphene has garnered significant attention as a promising material with great potential for contributing to sustainable energy initiatives, such as RE100 (100% renewable energy initiative) and CF100 (100% carbon‐free initiative). This review aims to explore the potential of graphene for advancing renewable energy applications by highlighting
Niraj Kumar +3 more
wiley +1 more source
From Fiber Architecture to Digital Twins: Characterization, Orientation Modeling, and Artificial Intelligence in Short Fiber-Reinforced Polymer Composites. [PDF]
Uțu ID, Uțu D.
europepmc +1 more source
Beyond the hype surrounding the self‐healing properties of gallium‐based liquid metals (Ga‐LMs), this perspective critically examines their functional roles in metal‐ion batteries, highlighting both their underlying merits and the often‐overlooked challenges, including non‐representative design and testing configurations, performance overestimations ...
Turly P. P. Sumanasekara +7 more
wiley +1 more source
Eigenspace-based reinforcement learning acceleration of statistical convergence in turbulent flows.
Masclans N, Jofre L.
europepmc +1 more source
MG-TCCA: Tensor Canonical Correlation Analysis Across Multiple Groups. [PDF]
Zhou Z +6 more
europepmc +1 more source
Incorporating AI to optimize solution, process, and environment enables efficient prediction of structural properties and performance, allowing tailoring of GDL, CL, and PEM fabrication to guide PEMFC toward 9.0 kW L‒1 by 2040. ABSTRACT The performance and commercial viability of proton exchange membrane fuel cells (PEMFCs) are constrained by key ...
Shangfeng Jiang +11 more
wiley +1 more source
Generating knotted polymer and protein structures by machine learning. [PDF]
Zhang Z, Zhu Y, Zheng Y, Xu W, Dai L.
europepmc +1 more source
Applications of Biomaterials in Separators for Secondary Batteries
In this review, biomaterial‐based separators are reviewed as sustainable alternatives to conventional polyolefin‐based separators. For 12 different natural polymers, spanning from Protista, Plantae, and Animalia, viable strategies for synthesizing biomass‐based separators are described.
Jongyoung Choi +3 more
wiley +1 more source
Mode-wise principal subspace pursuit and matrix spiked covariance model. [PDF]
Tang R, Yuan M, Zhang AR.
europepmc +1 more source

