Phonons‐informed machine‐learning predictive models are propitious for reproducing thermal effects in computational materials science studies. Machine learning (ML) methods have become powerful tools for predicting material properties with near first‐principles accuracy and vastly reduced computational cost.
Pol Benítez +4 more
wiley +1 more source
TiO<sub>2</sub> Thin Films Obtained via Two-Phase Dip-Coating: Impact on Surface Roughness and Application to Heterostructures. [PDF]
Pedrini LFK +2 more
europepmc +1 more source
Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers
Artificial intelligence is transforming the discovery of functional materials by linking synthesis, characterization, simulation, and design in unified workflows. Advances in machine learning, autonomous experimentation, and foundation models are accelerating innovation across energy, electronics, and biomedicine, while revealing new frontiers for ...
Cristiano Malica +38 more
wiley +1 more source
A spatial and technical assessment of floating offshore wind energy in the red sea using a GIS-AHP framework. [PDF]
Albalawi A +6 more
europepmc +1 more source
ABSTRACT Maintaining an effective balance between exploration and exploitation is essential during optimization processes, from mathematical functions to more complex problems such as constrained engineering design optimization, particularly when addressing highly nonlinear issues with numerous local optima and strict feasibility requirements.
Enrique Lizárraga +3 more
wiley +1 more source
Two Artificial Leaf Architectures for Solar Formate Production From CO<sub>2</sub> and H<sub>2</sub>O. [PDF]
Yu K +9 more
europepmc +1 more source
Success of coastal sage scrub restoration is influenced by local adaptations of shrub species
Abstract Premise Restoring plant communities is increasingly challenging with climate change. While practitioners have traditionally used local seed sources, many are recommending assisted migration, possibly from more extreme environments such as inland rather than coastal environments, for restoration.
Moises R. Perea‐Vega +7 more
wiley +1 more source
Multi-scale Optimization on Interfacial Evaporative Cooling for Photovoltaic Performance Enhancement. [PDF]
Li F, Lin H, Sui Z, Sui Y, Ding Z, Wu W.
europepmc +1 more source
ABSTRACT Children with SCD have elevated stroke risk, correlated with cerebral blood flow velocity (CBFV). HOPE Kids 2 was a phase 3, multicenter, double‐blind, placebo‐controlled trial evaluating the effect of voxelotor on CBFV. Participants aged 2 to < 15 years with SCD (HbSS/HbSβ0) and conditional CBFV (170 to < 200 cm/s) were randomized 1:1 to ...
Halima Bello‐Manga +58 more
wiley +1 more source
Decentralized electric vehicle charging enables large-scale photovoltaic integration in tropical cities. [PDF]
Zhou J +5 more
europepmc +1 more source

