Materials Representation Learning Based on a Material–Motif Network and Heterogeneous Graphs
Structure motifs in materials are used to construct a bipartite material–motif network that links each material to its constituent motifs and establishes connectivity among materials sharing common motifs. Network analysis reveals material clusters associated with different functional applications and supports motif‐guided screening of materials.
Anoj Aryal +3 more
wiley +1 more source
High-Speed Monitoring of Multiple Grid-Connected Photovoltaic Array Configurations and Supplementary Weather Station. [PDF]
Boyd MT.
europepmc +1 more source
Crystal Structure Prediction of Inorganic Materials: A Benchmark and Modern Evaluation
Predicting a crystal’s structure from composition alone is a long‐standing challenge in materials discovery. The CSP180 benchmark of 180 inorganic crystals evaluates thirteen crystal structure prediction algorithms requiring no density functional theory (DFT) against DFT‐based baselines across twelve metrics.
Lai Wei +9 more
wiley +1 more source
The International Adoption of Photovoltaic Energy Conversion Is Japan a Lead Market? [PDF]
This paper explores on the basis of a case study on photovoltaic energy conversion (PV) whether countries can actively create a lead market for new technology.
Marian Beise
core
How can additive manufacturing enable components that sense, adapt, heal, and power themselves? This review synthesizes recent advances in smart functionalities, manufacturing technologies, and intelligent design strategies, revealing a pathway toward fully integrated, autonomous, and multifunctional systems across diverse engineering sectors. Additive
Aiswarya Rony +3 more
wiley +1 more source
Coupled interactions between photovoltaic systems and urban thermal environment. [PDF]
Li L, Zhu R, Tian Y.
europepmc +1 more source
Distributed solar photovoltaic array location and extent dataset for remote sensing object identification. [PDF]
Bradbury K +7 more
europepmc +1 more source
Machine learning-based long-term degradation and LCOE Analysis of floating PV with custom pontoon design. [PDF]
Mohajon R +7 more
europepmc +1 more source
Radiative Hybrid Nanofluid Flow Over a Porous Riga Surface: A Fuzzy–ANN Modeling Approach
ABSTRACT This study proposes a fuzzy–ANN model to investigate the nonlinear thermal transport in a tangent hyperbolic (Tanh) hybrid nanofluid flow past a porous Riga surface, considering the effects of Rosseland diffusion, chemical reactions, and internal volumetric heating.
Azad Hussain, Rabia Zetoon, Reeha Iqbal
wiley +1 more source
Photovoltaic Stimulation of Mouse and Pig Retina With Pyrolytic Carbon Microelectrodes Integrated on High-Density Silicon Solar Cell Arrays. [PDF]
Matsumoto A +10 more
europepmc +1 more source

