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
Rethinking Charge Transport and Recombination in Donor‐Diluted Organic Solar Cells
Organic solar cells with 1–45% PM6 content in Y12 were studied to link structure and charge dynamics to performance. The conductivity follows a 3D percolation model without a sharp threshold. Donor dilution preserves the photogeneration yield, but limits the fill factor due to transport resistance losses.
Chen Wang +14 more
wiley +1 more source
Stable sentiment and persistent dynamics in US economic news over 45 years. [PDF]
Rocha LEC.
europepmc +1 more source
Emergent Spin Supersolids in Frustrated Quantum Materials
This review highlights developments in the study of spin super‐solids in frustrated quantum materials. Advanced experimental characterizations and computational studies enable a comprehensive understanding of the driving mechanisms of spin super‐solidity in various layered transition‐metal compounds, bridging materials, experiments, and theory aspects.
Yixuan Huang +2 more
wiley +1 more source
Iatrogenic Pseudoaneurysm After Arthroscopic Knee Procedures: A Systematic Review of Presenting Features, Injured Vessels, Management, and Outcomes. [PDF]
Sack EJ +5 more
europepmc +1 more source
Co1/3TaS2${\rm Co}_{1/3}{\rm TaS}_{2}$ hosts a triple‐Q noncoplanar antiferromagnetic state with coexisting Z3${\rm Z}_3$ electronic nematicity. We report rotational hysteresis observed in both magnetoresistance and magnetic torque, revealing strongly pinned in‐plane weak ferromagnetic moments in the triple‐Q phase and the magnetism‐driven nature of ...
Joonyoung Choi +5 more
wiley +1 more source
A stylometric machine learning framework for authorship attribution of ChatGPT and student generated texts. [PDF]
P M, Arulanandam A.
europepmc +1 more source
Identifying Public Response Topics to the Centers for Disease Control and Prevention's COVID-19 Communications on Social Media: Infoveillance Study Using Large Language Model-Based Rephrasing. [PDF]
Xin W, Yin S, Park A, Ge Y, Chen S.
europepmc +1 more source
Is easy-to-read easy for everyone? An eye-tracking study across the adult lifespan. [PDF]
Navas-León S, Duñabeitia JA.
europepmc +1 more source
Natural language processing for suicidal behavior detection in short Spanish clinical notes from first-contact interviews. [PDF]
Villagomez-Garcia JC +2 more
europepmc +1 more source

