The geometry of efficient codes: How rate-distortion trade-offs distort the latent representations of generative models. [PDF]
D'Amato L, Luca Lancia G, Pezzulo G.
europepmc +1 more source
Enhanced Fog Water Harvesting on Superhydrophobic Steel Meshes
Fog harvesting using mesh designs offers a sustainable solution to water scarcity. This study highlights key considerations for fog harvesting research and develops a methodology for a standardized protocol reflecting fog characteristics and environmental conditions.
Pegah Sartipizadeh+3 more
wiley +1 more source
Geometry of Remeltings and Efficiency of the Surface Remelting Process Applied to Cobalt Alloy Castings [PDF]
M. Mróz, A. W. Orłowicz, M. Tupaj
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A high-energy Laue X-ray emission spectrometer at the FXE instrument at the European XFEL. [PDF]
Huang X+13 more
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Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani+4 more
wiley +1 more source
ANALYSIS OF STREAM CHANNEL GEOMETRY AND PHYSIOGRAPHIC FORMATIVE PROCESS IN VALLEY FLATS
T. Nogami+3 more
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The Investigation of conditions to increase the precision of geometry of surfaces processed by different grain size and standard grinding wheels [PDF]
Г.А. Гусейнов+1 more
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A Frontal Ablation Dataset for 49 Tidewater Glaciers in Greenland. [PDF]
Fahrner D+11 more
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This study examines the mechanical properties of triply periodic minimal surfaces (TPMS)‐based lattices, analyzing 36 architectures in elastic and plastic regimes. It evaluates the applicability of beam‐based scaling laws to TPMS lattices. Rigidity arises from the alignment of members with the load direction and solid regions preventing rotation.
Lucía Doyle+2 more
wiley +1 more source
Data of the crystal structure of xylose isomerase from <i>Streptomyces avermitilis</i>. [PDF]
Nam KH.
europepmc +1 more source