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
X-linked SEPTIN6-related congenital neutropenia and B cell deficiency. [PDF]
Gunderman LM +12 more
europepmc +1 more source
The nanoparticle loading enables effective control over the liquid domain size in bicontinuous interfacially jammed emulsion gels (bijels) produced through solvent‐transfer induced phase separation (STrIPS). The relationship between the nanoparticle loading and domain size profiles in STrIPS bijels is resolved through confocal microscopy and explained ...
Jesse M. Steenhoff, Martin F. Haase
wiley +1 more source
Rotundedessa gen. n., a New Edessinae Genus with the Description of Two New Species from Argentina (Hemiptera: Pentatomidae). [PDF]
Martínez MC +3 more
europepmc +1 more source
Technical limitations often let dominant signals overshadow rare cell types and fine‐grained heterogeneity in spatial transcriptomics. SemanticST, a graph neural network using multi‐semantic graph fusion and a novel min‐cut loss, recovers these subtle patterns.
Roxana Zahedi +7 more
wiley +1 more source
Tuft Dendrite Spikes Are Accompanied by Selective Input From Distinct Functional Networks. [PDF]
Gable J +6 more
europepmc +1 more source
Psychological monitoring in isolated, confined, and extreme environments: promise and challenges of ecological momentary assessment. [PDF]
Richard C.
europepmc +1 more source
High-yield large scale production of size-customized microplastics from biodegradable plastic mulches via variable-speed mechanical milling. [PDF]
Henrion M +3 more
europepmc +1 more source
Distinct Spatial Organisation of Rho and RNA Polymerase in Salmonella Cells. [PDF]
Bossi L +8 more
europepmc +1 more source
Graded phononic metamaterials based on scalable microfabrication and design. [PDF]
Dorn C +3 more
europepmc +1 more source

