Spectral Decomposition of Chemical Semantics for Activity Cliffs-Aware Molecular Property Prediction. [PDF]
Xie C +9 more
europepmc +1 more source
An in situ electroplating approach for MEX 3D printing is proposed, enabling copper deposition during the fabrication of conductive polymers. The method combines a printer‐integrated plating head, ML‐based g‐code control, and stop‐and‐go printing, achieving near‐bulk copper conductivity and enabling fully embedded, assembly‐free electronic components ...
Gianluca Percoco +5 more
wiley +1 more source
Zeros of Planar Ising Models via Flat SU(2) Connections. [PDF]
Lis M.
europepmc +1 more source
Phase‐Sensitive Engineering of Optical Disordered Materials Using Heterogeneous Networks
Networks provide an insightful framework for describing complex interactions. Here, we develop heterogeneous network modeling of light scattering to engineer multiphase random heterogeneous materials. We devise multipartite network decomposition, separating intra‐ and inter‐phase wave interferences.
Seungmok Youn +5 more
wiley +1 more source
Minimum flow decomposition in graphs with cycles using integer linear programming. [PDF]
Dias FHC +3 more
europepmc +1 more source
Formation Control of Multi‐Agent System with Local Interaction and Artificial Potential Field
This article proposes a local interaction‐based formation control method for Multi‐Agent system, integrating consensus and leader‐follower strategies with a stress response mechanism—artificial potential field to reduce communication overhead and enable obstacle avoidance. Experimental results on triangular, square, and hexagonal formations confirm its
Luoyin Zhao +3 more
wiley +1 more source
Quantum-enhanced dual-layer graph attention network for time-series forecasting. [PDF]
Tang Y, Cai Z, Zhang Y, Gao Z, Yu J.
europepmc +1 more source
Graph decompositions and quasigroup identities
The paper concerns decompositions of a complete graph \(K_ n\) with \(n\) vertices into pairwise edge-disjoint circuits of length \(k\), where \(3\leq k\leq 7\). Constructions of such decompositions are described. A spectrum for such a decomposition (for a given \(k\)) is the set of all integers \(n\) for which such a decomposition exists; these ...
openaire +2 more sources
Grounding Large Language Models for Robot Task Planning Using Closed‐Loop State Feedback
BrainBody‐Large Language Model (LLM) introduces a hierarchical, feedback‐driven planning framework where two LLMs coordinate high‐level reasoning and low‐level control for robotic tasks. By grounding decisions in real‐time state feedback, it reduces hallucinations and improves task reliability.
Vineet Bhat +4 more
wiley +1 more source
Mine Gas Time-Series Data Prediction and Fluctuation Monitoring Method Based on Decomposition-Enhanced Cross-Graph Forecasting and Anomaly Finding. [PDF]
Yuan L.
europepmc +1 more source

