HyAR-PPO: Hybrid Action Representation Learning for Incentive-Driven Task Offloading in Vehicular Edge Computing. [PDF]
Wang W, Li M, Wu H.
europepmc +1 more source
Rewriting Polymer Fate via Chemomechanical Coupling
This work introduces a life‐like “living” polymer platform that can grow, degrow, and reprogram its properties after fabrication. By integrating mass transport, reversible polymerization, and controlled catalysis, the material achieves on‐demand changes in size, shape, and mechanical properties.
Jiahe Huang +9 more
wiley +1 more source
Machine Learning-Guided Ab Initio Study of Na Super Ionic Conductor-Type Na<sub>4</sub>Hf<sub>2</sub>(SiO<sub>4</sub>)<sub>3</sub> Solid-State Electrolyte for Sodium-Ion Batteries. [PDF]
Sirigineedi SS +3 more
europepmc +1 more source
This thesis explores two complementary approaches to testing and understanding grav- ity beyond General Relativity (GR). The first part focuses on Generalized Proca theo- ries—vector-tensor models that extend the Proca action through derivative self-interactions and non-minimal couplings, while maintaining second-order equations of motion and avoid ...
openaire +2 more sources
The Possibility of New Complex Magnet Materials
The quest for stronger magnets enters a new era. With the developments of AI‐driven materials discovery, computational prediction of magnetic properties, and autonomous laboratories, researchers can now explore millions of untested structures. Discovery of next‐generation ultra‐powerful magnets – critical for electric vehicles, renewable energy, and ...
G. Jeffrey Snyder
wiley +1 more source
The mediating role of psychological resilience in the relationship between deep learning approach and mathematical creativity: integrating structural equation model and network analysis. [PDF]
Zeng Z +6 more
europepmc +1 more source
Single‐Chromophore Homojunction Organic Solar Cells: A Path to Simplicity and Efficiency
This perspective discusses how the intrinsic optoelectronic properties of organic semiconductors, their molecular packing in the solid‐state, and internal energetic gradients within a device can enable free‐charge carrier generation in homojunction organic solar cells.
Shaun McAnally +2 more
wiley +1 more source
An emotion-oriented product evaluation model based on BP neural network and improved dempster-shafer theory. [PDF]
Wang K, Li K, Jiang X, Chen C.
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Stock price dynamics prediction based on multi-scale fractals and deep learning. [PDF]
Du Y, Tian Y.
europepmc +1 more source

