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
Why Is the Mechanism Underlying the Chiral‐Induced Selectivity Effect Still Challenging?
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
Symmetries of Weyl superconductors with different pairings. [PDF]
Z-Abyaneh M, Farhoudi M, Mashkoori M.
europepmc +1 more source
Phase‐Pure and Size‐Tunable Tin Halide Perovskite Quantum Dots
A trioctylphosphine oxide modulated protocol allows for the synthesis and study of the optical properties of a broad library of tin halide perovskite quantum dots across multiple A‐ and X‐site compositions with precise size tuning while eliminating unwanted 2D phases.
Ole F. Dressler +7 more
wiley +1 more source
Dual-chirality flexagon linkages with infinite eversion and surface reconfigurability. [PDF]
Lin J +6 more
europepmc +1 more source
Explicit Hydration of the Beryllium Trifluoride Anion with One to Three Water Molecules: BeF<sub>3</sub><sup>-</sup>(H<sub>2</sub>O)<sub><i>n</i>=1-3</sub>. [PDF]
Autry KR, Tschumper GS.
europepmc +1 more source
Spin Hall and Edelstein effects in chiral non-collinear altermagnets. [PDF]
Hu M +5 more
europepmc +1 more source
Chirality encoding in resonant metasurfaces governed by lattice symmetries. [PDF]
Sinev I +8 more
europepmc +1 more source
Determination of the high-pressure-temperature phase of LiMnPO<sub>4</sub> energised by battery applications. [PDF]
Littleton JAH +4 more
europepmc +1 more source

