Mixed‐cation lead mixed‐halide perovskites suffer from structural instabilities linked to nanoscale heterogeneity. To probe this non‐destructively, a low‐dose, concurrent 4D‐STEM and EDX methodology has been developed. Examining a (FA0.83Cs0.17)Pb(I0.8Br0.2)3 film revealed a complex mosaic of coexisting crystal structures. Crucially, local deficiencies
Jinseok Ryu +6 more
wiley +1 more source
In-silico prediction of multi‑target mechanisms of Pinellia ternata phytochemicals in lung cancer: Evidence from a graph‑attention‑guided virtual screening and multi‑scale simulations. [PDF]
Bian G +9 more
europepmc +1 more source
This work introduces sustainable PLA/graphene oxide bioelectronic interfaces featuring electrodes with tunable conductivity and strong electrocatalytic performance. These platforms were used to implement a new method for tuning astrocyte Ca2+ signaling and for the efficient detection of key biomarkers.
Alessandra Scidà +15 more
wiley +1 more source
2D-JCOG: Transforming 1D <sup>1</sup>H NMR Spectra into J-δ Correlation Maps via the Shared Splitting Theorem and Graph Neural Networks. [PDF]
Cobas C.
europepmc +1 more source
Closed‐Loop Solid‐State Synthesis Planning for Materials Discovery With Large Language Models
Leveraging literature data, we build a large‐language‐model‐driven workflow that extracts synthesis steps from 4407 papers, retrieves similar precedents, and generates candidate solid‐state synthesis recipes. The system benchmarks against ground‐truth and then operates in a closed loop with experiments to synthesize oxy‐selenide electrolyte materials ...
Dong Won Jeon +9 more
wiley +1 more source
Decoupling Size from Shape: Cellular Sheaf Laplacians as Ligand Geometry Descriptors for Binding Affinity Prediction. [PDF]
Akgüller Ö, Balcı MA, Cioca G.
europepmc +1 more source
Comparative entropy analysis of 2D transition metal tetrahydroxyquinones via machine learning approaches. [PDF]
Irfan M +5 more
europepmc +1 more source
Property prediction of energetic materials based on directional-aware graph attention network. [PDF]
Li S, Zhao X, Yang J, Li S.
europepmc +1 more source
Editorial: Advanced functional materials, structures, and devices for advancing human healthcare applications. [PDF]
Li F, Li T, Hao Z, Jing D.
europepmc +1 more source
A conformational benchmark for optical property prediction with solvent-aware graph neural networks. [PDF]
Potapov D +7 more
europepmc +1 more source

