Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells
A generative artificial intelligence (AI) framework combining a discriminative machine learning model (SMILES‐X) and a generative language model (GPT‐2) autonomously discovers new molecular passivators for perovskite solar cells (PSCs). Through an iterative design loop, over 100 000 candidates are generated and screened, and randomly selected molecules
Adroit T. N. Fajar +7 more
wiley +1 more source
The ROBOKOP v1.0 knowledge graph system for exploring relationships between biomedical entities. [PDF]
Fecho K +16 more
europepmc +1 more source
Understanding how glomeruli, the kidney's filtration units, function in intact tissue remains challenging. Glomage enables rapid 3D imaging and quantitative analysis of entire glomeruli from zebrafish larvae and mice. This approach allows scalable cell quantification and detection of structural changes, advancing kidney disease research and ...
Maximilian Schindler +4 more
wiley +1 more source
Disciplinary trends in spatial concept associations: a multifaceted analysis of student responses. [PDF]
Özkaya A, Turan S, Uzun A, Akhan O.
europepmc +1 more source
ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray +3 more
wiley +1 more source
GCOA-Net: a graph-regularized cross-omics attention network for interpretable breast cancer molecular subtype classification. [PDF]
Li C, Zhang Z, Zhang C.
europepmc +1 more source
Biolipid Film‐Fused Electrochemiluminescence for Multipurpose In Situ Bioassays
An ECL‐emissive, membrane‐interactive scaffold was fabricated, and facilely fused with natural and non‐native phospholipids into multifactorial mimicries of cytomembranes and vesicles for in vitro representative membrane‐process probing. Such a biointerface‐based, state‐sensitive ECL paradigm not only pinpointed proximal phenomena, including channeling
Jialiang Chen +9 more
wiley +1 more source
A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation. [PDF]
Nazari A, Mansoorizadeh M, Khotanlou H.
europepmc +1 more source
Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu +8 more
wiley +1 more source
Dendrobium and Orchidaceae Plants in Dermatology: A PubMed-Based Bibliometric Analysis and Mechanistic Overview. [PDF]
Hu J, Sun S, Gao K, Deng J, Yu P.
europepmc +1 more source

