Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials [PDF]
arXiv, 2020Using a large-scale, experimentally captured 3D microstructure dataset, we implement the generative adversarial network (GAN) framework to learn and generate 3D microstructures of solid oxide fuel cell electrodes. The generated microstructures are visually, statistically, and topologically realistic, with distributions of microstructural parameters ...
Tim Hsu+7 more
arxiv +3 more sources
Learning from 2D: machine learning of 3D effective properties of heterogeneous materials based on 2D microstructure sections [PDF]
Frontiers in Metals and Alloys (2022) 1-9, 2023Microstructure--property relationships are key to effective design of structural materials for advanced applications. Advances in computational methods enabled modeling microstructure-sensitive properties using 3D models (e.g., finite elements) based on microstructure representative volumes.
arxiv +1 more source
The microstructure of ultrametricity [PDF]
Journal de Physique, 1985The hierarchical organization of the pure states of a S.K. spin glass (ultrametricity) is analysed in terms of self-averaging distributions of local magnetizations. We show that every pure state α defines an ultrametric distance Dα(i, j) among the N sites.
Mézard, M., Virasoro, M. A.
openaire +4 more sources
Ionitronic manipulation of current-induced domain wall motion in synthetic antiferromagnets
Nature Communications, 2021Synthetic anti-ferromagnets, where two ferromagnetic layers are coupled anti-ferromagnetically via a spacer, are known for their very large current-induced domain wall velocities.
Yicheng Guan+5 more
doaj +1 more source
Observation of Néel-type skyrmions in acentric self-intercalated Cr1+δTe2
Nature Communications, 2022Here, Saha et al. show that self-intercalation of e2Cr atoms in CrTe2 create an asymmetry in the number of atoms intercalated in the van der Waals gaps between the layers of CrTe2. This inversion symmetry breaking leads to non-collinear spin-textures and
Rana Saha+11 more
doaj +1 more source
Enhanced thin film analysis via High Resolution RBS using the NEC CARBS system [PDF]
EPJ Web of Conferences, 2022Advancements in thin film deposition techniques can now produce films of only a few monolayers in thicknesses, with multiple applications emerging in the nano technology field.
Pollock Thomas+7 more
doaj +1 more source
Microcantilever-integrated photonic circuits for broadband laser beam scanning
Nature Communications, 2023Laser beam scanning is central to many applications, including displays, microscopy, three-dimensional mapping, and quantum information. Reducing the scanners to microchip form factors has spurred the development of very-large-scale photonic integrated ...
Saeed Sharif Azadeh+13 more
doaj +1 more source
Artificial intelligence-driven shimming for parallel high field nuclear magnetic resonance
Scientific Reports, 2023Rapid drug development requires a high throughput screening technology. NMR could benefit from parallel detection but is hampered by technical obstacles.
Moritz Becker+7 more
doaj +1 more source
Efficient and broadband visible-light photodetectors will bring great advantages in applications such as biosensing and quantum information. Here the authors develop a photodetector with high quantum efficiency across broad wavelength range suitable for ...
Yiding Lin+10 more
doaj +1 more source
Microstructure of neat alcohols [PDF]
Physical Review E, 2007Formation of microstructure in homogeneous associated liquids is analysed through the density-density pair correlation functions, both in direct and reciprocal space, as well as an effective local one-body density function. This is illustrated through a molecular dynamics study of two neat alcohols, namely methanol and \emph{tert}-butanol, which have a
Perera, A., Sokolic, F., Zoranic, L.
openaire +7 more sources