Organic Materials of Tomorrow: Horizons of Artificial Intelligence
Advanced Materials, EarlyView.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
Why Is the Mechanism Underlying the Chiral‐Induced Selectivity Effect Still Challenging?
Advanced Materials, EarlyView.The chiral‐induced spin selectivity (CISS) effect is observed in many experimental configurations and for different materials. However, there are theoretical challenges in attempting to explain those results. A qualitative framework for explaining all the results is presented.
Ron Naaman, Yossi Paltiel
wiley +1 more source
Rethinking Charge Transport and Recombination in Donor‐Diluted Organic Solar Cells
Advanced Materials, EarlyView.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
The Impact of Polymers in Amorphous Solid Dispersion on the Bioavailability of Sulfonylureas and Meglitinides. [PDF]
Drug Des Devel TherAulifa DL +8 more
europepmc +1 more source
Effect of Span 20 Feeding Zone in the Twin Screw Extruder on the Properties of Amorphous Solid Dispersion of Ritonavir. [PDF]
Pharmaceutics, 2023 Wu H +7 more
europepmc +1 more source
Advanced Materials, EarlyView.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
Amorphous solid dispersion preparation via coprecipitation improves the dissolution, oral bioavailability, and intestinal health enhancement properties of magnolol. [PDF]
Poult Sci, 2023 Cao J +6 more
europepmc +1 more source
Stability assessment of solid dispersion systems
, 2015 Amorphous solid dispersions are a promising way to improve the dissolution rate and bioavailability of hydrophobic drugs. However, they have a tendency to crystallise to the stable crystalline form during processing or storage, leading to changed ...
Li, W
core
Trions as Fundamental Species in Chemically Doped Polymer Semiconductors
Advanced Materials, EarlyView.This work shows that exciton–charge carrier coupling in doped polymer semiconductors gives rise to multi‐particle states, including trions—quasiparticles consisting of two holes and one electron under p‐doping—and bound exciton‐hole pairs, as identified through spectroscopic and theoretical analysis.
Hongmo Li +23 more
wiley +1 more source
Development of Amorphous Solid Dispersion to Improve the Dissolution and Antiproliferative Activity of Brazilin. [PDF]
Drug Des Devel TherTristiyanti D +4 more
europepmc +1 more source