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10/07/2022
Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning
We consider quantitative analyses of spectral data using laser-induced b...
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11/30/2021
HyperPCA: a Powerful Tool to Extract Elemental Maps from Noisy Data Obtained in LIBS Mapping of Materials
Laser-induced breakdown spectroscopy is a preferred technique for fast a...
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08/04/2021
Deep multi-task mining Calabi-Yau four-folds
We continue earlier efforts in computing the dimensions of tangent space...
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07/30/2020
Machine learning for complete intersection Calabi-Yau manifolds: a methodological study
We revisit the question of predicting both Hodge numbers h^1,1 and h^2,1...
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07/27/2020