Search Results for author: Alexander Rakowski

Found 2 papers, 1 papers with code

DCID: Deep Canonical Information Decomposition

1 code implementation27 Jun 2023 Alexander Rakowski, Christoph Lippert

Canonical Correlation Analysis (CCA)-based methods have traditionally been used to identify shared variables, however, they were designed for multivariate targets and only offer trivial solutions for univariate cases.

Information Retrieval Multi-Task Learning

Disentangling multiple scattering with deep learning: application to strain mapping from electron diffraction patterns

no code implementations1 Feb 2022 Joydeep Munshi, Alexander Rakowski, Benjamin H Savitzky, Steven E Zeltmann, Jim Ciston, Matthew Henderson, Shreyas Cholia, Andrew M Minor, Maria KY Chan, Colin Ophus

Implementation of a fast, robust, and fully-automated pipeline for crystal structure determination and underlying strain mapping for crystalline materials is important for many technological applications.

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