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Published in 2019 at "Nature Communications"
DOI: 10.1038/s41467-019-11075-2
Abstract: Only a few of the vast range of potential two-dimensional materials (2D) have been isolated or synthesised to date. Typically, 2D materials are discovered by mechanically exfoliating naturally occurring bulk crystals to produce atomically thin…
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Keywords:
binary compounds;
universal approach;
two dimensional;
dimensional binary ... See more keywords
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Published in 2022 at "Soft matter"
DOI: 10.1039/d2sm00661h
Abstract: We study the self-assembly of branching-chain networks and crystals in a binary colloidal system with tunable interactions. The particle positions are extracted from microscopy images and order parameters are extracted by image processing and statistical…
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Keywords:
dimensional binary;
two dimensional;
binary magnetic;
self assembly ... See more keywords
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Published in 2020 at "Neural Computation"
DOI: 10.1162/neco_a_01310
Abstract: In this letter, we study an active learning problem for maximizing an unknown linear function with high-dimensional binary features. This problem is notoriously complex but arises in many important contexts. When the sampling budget, that…
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Keywords:
binary features;
active learning;
dimensional binary;
high dimensional ... See more keywords