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
Impact of Public Health Insurance on Reducing Out-of-Pocket Payment for Psychiatric Care Among Cross-Border Migrants in Thailand: A Two-Part Model and Machine Learning Approach. [PDF]
Suphanchaimat R +3 more
europepmc +1 more source
Azobenzene photoswitches translate molecular‐scale E/Z photoisomerization into macroscopic material responses and device‐level photonic functions. This Review highlights how azobenzene research has evolved from molecular photochemistry to photoalignment, mass migration, photomechanics, and heat release, ultimately enabling holography, reconfigurable ...
Heeju Son +20 more
wiley +1 more source
Low systolic blood pressure increases risk of allergic rhinitis: Evidence from a bidirectional Mendelian randomization study accounting for smoking environment. [PDF]
Mao Z, Xu Q, Huo Y, Liu Y.
europepmc +1 more source
The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj +8 more
wiley +1 more source
MBNL1-mediated alternative splicing in cancer: underlying mechanism, isoform regulation, and translational perspectives. [PDF]
Tan H, Zhao R, Liu B, Fu L.
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 research software engineering (RSE) survey dataset (2016-2022): A longitudinal and international resource for studying the research software workforce. [PDF]
Kijewska W, Packer HS, Hettrick S.
europepmc +1 more source
The engineering of colloidal nanocrystals with complex compositions has emerged as a highly active area of research within nanomaterials science. This review covers key aspects of colloidal solid‐solution nanocrystal formation using pulsed laser irradiation.
Marina T. Candela +4 more
wiley +1 more source
Cognitive behavioral therapy for bipolar disorder: patient-level participation barriers and ketogenic metabolic therapy as a candidate adjunct. [PDF]
Laurent N.
europepmc +1 more source

