A Symmetry-Reduced Differentiable Neural Information Field for Geometric Angle-Only Trackability Assessment Across Walker Low-Earth-Orbit Sensor Constellations. [PDF]
Zhang H, Li K, Liang Y, Lv Y.
europepmc +1 more source
Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu +5 more
wiley +1 more source
Highlighting the genetics of natural and synthetic selfish elements in a special GENETICS and G3 series. [PDF]
Larracuente AM, Gould F, Dyer KA.
europepmc +2 more sources
Chondrite parent bodies as escaped satellites of proto-planetary embryos. [PDF]
Levison HF +6 more
europepmc +1 more source
ABSTRACT Methane's efficient catalytic removal is vital for sustainable development. Bimetallic catalysts, though promising for methane activation, pose a design challenge due to their complex compositional space. This work introduces an integrated framework that combines high‐throughput density functional theory (DFT) and interpretable machine ...
Mingzhang Pan +8 more
wiley +1 more source
Origin and Evolution of the Galilean Satellites Within the Jovian System. [PDF]
Nimmo F +10 more
europepmc +1 more source
Superatom Distortion Induces Triferroicity and Spin Splitting in Two‐Dimensional Antiferromagnets
The incorporation of superatoms into a 2D square lattice induces symmetry breaking, thereby enabling concurrent coupling among magnetism, ferroelectricity, and ferroelasticity. This strategy achieves triferroic behavior—characterized by spin‐split antiferromagnetic ground states—and offers a viable pathway toward energy‐efficient spintronic devices ...
Zhen Gao +6 more
wiley +1 more source
A near telomere-to-telomere genome assembly of <i>Isatis indigotica</i> L. facilitates phylogenomic studies in tribe Brassiceae. [PDF]
Zhang X +6 more
europepmc +1 more source

