Search Results for author: Rui Patrick Xian

Found 3 papers, 2 papers with code

Scalable multicomponent spectral analysis for high-throughput data annotation

1 code implementation10 Feb 2021 Rui Patrick Xian, Ralph Ernstorfer, Philipp Michael Pelz

Orchestrating parametric fitting of multicomponent spectra at scale is an essential yet underappreciated task in high-throughput quantification of materials and chemical composition.

Materials Science Data Analysis, Statistics and Probability

A machine learning route between band mapping and band structure

1 code implementation20 May 2020 Rui Patrick Xian, Vincent Stimper, Marios Zacharias, Shuo Dong, Maciej Dendzik, Samuel Beaulieu, Bernhard Schölkopf, Martin Wolf, Laurenz Rettig, Christian Carbogno, Stefan Bauer, Ralph Ernstorfer

Electronic band structure (BS) and crystal structure are the two complementary identifiers of solid state materials.

Data Analysis, Statistics and Probability Materials Science Computational Physics

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