This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Computational Protein Redesign of Bacteriophages by Using Evolutionary Algorithms. [PDF]
Armas R +4 more
europepmc +1 more source
Assessing effectiveness of many-objective evolutionary algorithms for selection of tag SNPs. [PDF]
Moqa R, Younas I, Bashir M.
europepmc +1 more source
Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
The SLO Hierarchy of Pseudo-Boolean Functions and Runtime of Evolutionary Algorithms. [PDF]
Dang DC, Lehre PK.
europepmc +1 more source
An Analysis of Vocal Features for Parkinson's Disease Classification Using Evolutionary Algorithms. [PDF]
Dao SVT +5 more
europepmc +1 more source
Moiré Phase Mapping in Twisted Bilayer Liquid Crystals with Reconfigurable Light Polarization States
Twisted bilayer liquid crystals are developed by vertical stacking assembly of two liquid crystals having designer domains and optical properties. These moiré‐symmetry, twisted liquid crystals demonstrate reconfigurable polarization states, moiré patterns and phases controlled by twist angles, providing a route to design active optical devices for ...
Jordan A. Wilson +7 more
wiley +1 more source
Multi-objective node placement optimization in multiplex 6G wireless networks using quantum-inspired evolutionary algorithms. [PDF]
Vs D, Reddy SS, Patro KAK, Das SR.
europepmc +1 more source
Usage of Evolutionary Algorithms in Swarm Robotics and Design Problems. [PDF]
Türkler L, Akkan T, Akkan LÖ.
europepmc +1 more source
Intrinsic material dynamics are harnessed as computational resources for neuromorphic in‐materio physical reservoir computing. Defects, ionic motion, interfaces, percolation, geometry, and biasing shape transient states that provide fading memory, nonlinearity, and high‐dimensional projection for simple readout. A descriptor‐to‐dynamics framework links
Kshitij RB Singh +5 more
wiley +1 more source

