Concepedia

Mingrou Xie

MX

4

Publications

163

Citations

4

H-Index

2020

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Consejo Superior de Investigaciones Científicas

Universitat Politècnica de València

Instituto de Tecnología Química

Mingrou Xie is an author at Massachusetts Institute of Technology specializing in data science, generative models, and knowledge discovery.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningMaterial ScienceGenerative ModelsKnowledge DiscoveryArtificial IntelligenceRepresentation Learning

Publications per year

2020–2024

4

Publications

4

Representations of Materials for Machine Learning

James Damewood, Jessica Karaguesian, Jaclyn R. Lunger et al. · Annual Review of Materials Research · 2023 · 94 citations · Full text

Artificial Intelligence, Materials Science, Materials Science Vary +12

ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-Learning Rationalization of Hydrothermal Parameters

Elton Pan, Soonhyoung Kwon, Zach Jensen et al. · ACS Central Science · 2024 · 35 citations · Full text

Accelerating Students’ Learning of Chromatography with an Experiential Module on Process Development and Scaleup

Mingrou Xie, Pavan Inguva, Wenqian Chen et al. · Journal of Chemical Education · 2020 · 20 citations

Approaching enzymatic catalysis with zeolites or how to select one reaction mechanism competing with others

Pau Ferri, Chengeng Li, Daniel Schwalbe‐Koda et al. · Nature Communications · 2023 · 14 citations · Full text

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