LLM‐Assisted Design of Ultralow‐κ$\kappa$ Chalcogenides
An AI assisted, physics guided workflow accelerates the discovery of ultralow thermal conductivity materials by combining Bayesian optimization, evidence conditioned LLM reasoning, and automated physics‐based validation. The framework uncovers dynamically stable Ag based chalcogenides with ultralow thermal conductivity and promising thermoelectric ...
Yujie Liu +9 more
wiley +1 more source
Autonomous optimisation of biocatalytic reactions: enzymatic synthesis of <i>N</i>-benzyl acetoacetamide in continuous flow. [PDF]
Takle MJ, Cosgrove SC, Clayton AD.
europepmc +1 more source
RCI is associated with functional suppression of oxytocinergic neurons in the PVN. Reduced PVNOXT neuronal activity contributes to altered sympathetic regulation involving the IML–sympathetic chain pathway, accompanied by changes in norepinephrine signaling at the BTI.
Liyang Wan +8 more
wiley +1 more source
Spatiotemporal Root-Trait Plasticity Underpins Almond Yield Stability and Enhanced Water and Nitrogen Use Efficiency Under Prolonged Fertigation Reduction. [PDF]
Zhou S, Lawlor A, Walker RR, Edwards EJ.
europepmc +1 more source
Improved Deformability of Co‐Free Medium Entropy Oxides by Controlled Entropy Destabilization
Controlled entropy destabilization activates defect‐mediated plasticity in Co‐free (CuMgNiZn)O by promoting pre‐existing Cu‐rich secondary phases that serve as defect sources. Temperature‐dependent dislocation activity evolves from limited motion at room temperature to extensive glide and stacking‐fault formation at 600 °C, enabling improved plasticity
Chang Liu +10 more
wiley +1 more source
Entropic Dynamics Approach to Quantum Electrodynamics. [PDF]
Caticha A.
europepmc +1 more source
A surface‐informed active learning framework integrated with density functional theory enables resource efficient screening of the NiCoFe ternary composition space. Experimental validation identifies Ni55Co10Fe35 as the optimal composition, exhibiting favorable oxygen evolution reaction kinetics.
Hayun Jeon +5 more
wiley +1 more source
Monthly soil temperature modelling across different depths using machine learning algorithms in northeast India. [PDF]
Pradhan AK +12 more
europepmc +1 more source
Physics‐Guided Multi‐Channel Restoration for Efficient and Accurate Atomic Force Microscopy Imaging
Schematic figure of restoring noisy atomic force micrscopy (AFM) image via physics‐guided multi‐channel restoration. The lighter neural network models with multiple‐channel input from auxiliary signals outperforms heavier model with single‐channel input.
Jaeuk Sung +13 more
wiley +1 more source
Small elongated MLC fields: Novel equivalent square field formula and output factors. [PDF]
Fogliata A +7 more
europepmc +1 more source

