New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
Structural order differentiation unlocks the energy storage performance of commensurate antiferroelectric ceramics. [PDF]
Ge G +9 more
europepmc +1 more source
Structure, Antiferroelectricity and Energy-Storage Performance of Lead Hafnate in a Wide Temperature Range. [PDF]
Chauhan V, Wang BX, Ye ZG.
europepmc +1 more source
Additive Manufacturing of Alumina‐Reinforced Elastomers
Vat‐photopolymerized elastomers reinforced with platelet‐shaped alumina exhibited preferential orientation, reduced porosity, and significantly enhanced mechanical performance. A 3 wt% platelet loading increased tensile strength from 12.4 to 45.7 MPa, highlighting the critical role of filler morphology in elastomeric VPP composites.
Majid Barzegar Keyvani +6 more
wiley +1 more source
Comparative Study on the Hydration, Mechanical Properties, and Energy Storage Performance of MPC-Based Solid Electrolytes Modified by Different Ionic PAMs. [PDF]
Liu J, Zhang Y, Shi M, Shan X, Zhang D.
europepmc +1 more source
Achieving Excellent Dielectric and Energy Storage Performance in Core-Double-Shell-Structured Polyetherimide Nanocomposites. [PDF]
Yuan Y +5 more
europepmc +1 more source
In situ synchrotron high‐energy X‐ray diffraction reveals the real‐time high‐temperature phase evolution of a ternary V‐9Si‐6.5B alloy. The study uncovers a kinetically delayed V5SiB2 → V8SiB4 transformation governed by massive structural and chemical barriers.
Zahra Sabeti +4 more
wiley +1 more source
Superior energy storage performance via engineering crossover region with competing orders in high-entropy multilayer capacitors. [PDF]
Deng T +15 more
europepmc +1 more source
Excellent Energy Storage Performance in Epoxy Resin Dielectric Polymer Films by a Facile Hot-Pressing Method. [PDF]
Pan Z +7 more
europepmc +1 more source
The community‐driven Platform MaterialDigital Core Ontology (PMDco) 3.0 is introduced as a Basic Formal Ontology‐aligned semantic backbone for the processing–structure–properties paradigm in Materials Science and Engineering. Modular engineering, automated releases, and validation workflows are highlighted and key semantic patterns for materials ...
Markus Schilling +15 more
wiley +1 more source

