Unifying non-Markovian dynamics and agent heterogeneity in scalable stochastic networks. [PDF]
Pélissier A +4 more
europepmc +1 more source
Physics‐Aware Machine‐Learning‐Driven Inverse Design of Broadband Ultra‐Open Acoustic Metamaterials
A physics‐aware machine‐learning framework enables inverse design of ultra‐open acoustic silencers by decoupling spectral and radial design spaces. The approach rapidly identifies broadband, compact, and highly ventilated architectures, while revealing hidden linear design rules that link geometry, impedance matching, and acoustic performance.
Zhiwei Yang +5 more
wiley +1 more source
Tensile Pull-Out Behaviour and Global Sensitivity Analysis of Fastening Screws in Photovoltaic Aluminium Support Structures. [PDF]
Zhang J +4 more
europepmc +1 more source
Nanoparticle‐Mediated Bubble Suppression During Droplet Solidification for Mechanical Reinforcement
Nanoparticles mediate droplet solidification by raising nucleation temperature, refining dendrites, and slowing freezing‐front advance, thereby suppressing trapped air bubbles in droplet‐based 3D printing. This strategy reduces bubble volume fraction by ∼35% and increases compressive strength by up to 39%, offering a low‐cost route to stronger printed ...
Runmiao Gao +10 more
wiley +1 more source
Relationship between soil microbial necromass carbon and community assembly in the forest-grassland ecotone of northern China. [PDF]
Ma X +7 more
europepmc +1 more source
Inspired by biological ion channels, an AB‐staggered β‐ketoenamine‐linked COF enables rapid hydrated‐ion transport through a biomimetic dehydration‐compensation mechanism, where carbonyl‐rich convergent channels partially offset ion dehydration energy. As aqueous Zn battery separators, the COF membranes suppress parasitic reactions and dendrite growth,
Xuan Li +8 more
wiley +1 more source
SAF: A Spectral-Adaptive Fusion Algorithm for Link Prediction in Complex Networks. [PDF]
Liang W, Yang C, Liu Q, Zhang W, Wang H.
europepmc +1 more source
Astrocyte‐specific SHP1 deletion disrupts astrocyte–vascular interactions and compromises BBB integrity while enhancing STAT1‐dependent CXCL10 expression. These changes synergistically promote peripheral CD4+ and CD8+ T‐cell infiltration into the SDH. The infiltrating T cells secrete IFN‐γ, which in turn activates microglia.
Lan‐Xing Yi +7 more
wiley +1 more source
Can tiered open-source mandates optimize innovation? A differential game study osn platform vs. independent project dynamics in foundation software ecosystems. [PDF]
Wu B, Yi Y.
europepmc +1 more source
Random-effects psychophysics for studying individual differences in perception and cognition. [PDF]
Rouder JN, Mehrvarz M.
europepmc +1 more source

