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
LowCOST-HSQC Variants for Fast-Pulsing High ω<sub>1</sub>-Resolved 2D Experiments. [PDF]
Schulze-Sünninghausen D +3 more
europepmc +1 more source
Clinically, intermittent hypoxia (IH) is often accompanied by periodontitis, which accelerates cognitive impairment induced by IH. Novel Janus mesoporous gold‐silica nanoformulations (RVG‐Au&mSiO2‐TPP‐VB) enable intranasal delivery, achieve hierarchical targeting to neuronal mitochondria, effectively scavenge reactive oxygen species, inhibit the HIF‐1α/
Kai‐Run Zhang +15 more
wiley +1 more source
Evolution of plastic zone in surrounding rock of roadway within anisotropic stratum under complex in-situ stress. [PDF]
Sun Y +8 more
europepmc +1 more source
Electrically Tunable Heliconical Smectic Superstructure in Polar Fluids
Strong dipole–dipole interactions give rise to an emergent polar smectic phase with spontaneous chiral symmetry breaking. This resulting polar heliconical smectic superstructure enables novel functionalities in polar fluids, such as color modulation driven by electric field strength and frequency, as well as second‐harmonic generation amplification ...
Hiroya Nishikawa +5 more
wiley +1 more source
Polarization-Tunable Photoelectrochemistry at Individual Anisotropic ReS<sub>2</sub> and Its Homostructure Interfaces. [PDF]
Adanigbo P +6 more
europepmc +1 more source
Offline Reconstruction of Diffusion MRI Acquisitions for Comparison Between Complex PCA-Based and AI-Based Denoising. [PDF]
D'Antonio F +4 more
europepmc +1 more source
Large In-Plane Tensile Deformation of a Novel Pre-Wound Six-Ligament Chiral Structure. [PDF]
He N, Song Y, Huang P, Zeng J.
europepmc +1 more source
Emergent charge crystallization and frustration in a particle anti-spin Ice
Tierno P, Baillou R, Terkel M, Nisoli C.
europepmc +1 more source
Two-Level Theory of Second-Order Nonlinear X-ray Response beyond the Electric-Dipole Approximation. [PDF]
Mohan AV, Serrat C.
europepmc +1 more source

