Publications of Markus Rampp

Journal Article (2)

2023
Journal Article
Rao, Z.; Li, Y.; Zhang, H.; Colnaghi, T.; Marek, A.; Rampp, M.; Gault, B.: Direct recognition of crystal structures via three-dimensional convolutional neural networks with high accuracy and tolerance to random displacements and missing atoms. Scripta Materialia 234, 115542 (2023)
2021
Journal Article
Li, Y.; Zhou, X.; Colnaghi, T.; Wei, Y.; Marek, A.; Li, H.; Bauer, S.; Rampp, M.; Stephenson, L.: Convolutional neural network-assisted recognition of nanoscale L12 ordered structures in face-centred cubic alloys. npj Computational Materials 7 (1), 8 (2021)

Conference Paper (1)

2023
Conference Paper
Marek, A.; Rampp, M.; Reuter, K.; Laure, E.: Beyond the Fourth Paradigm — the Rise of AI. In: 2023 IEEE 19th International Conference on e-Science (e-Science). 2023 IEEE 19th International Conference on e-Science (e-Science), Limassol, Cyprus, October 09, 2023 - October 13, 2023. IEEE, New York City, US (2023)

Poster (1)

2018
Poster
Katnagallu, S.; Di Bernardo, G.; Stephenson, L. ..; Rampp, M.; Geuser, F. D.; Raabe, D.; B.Gault: Automated calibration of atom probe reconstructions using GPU based Fourier Analysis in a Python Workbench. BigMax Workshop 2018 on Big-Data-Driven Materials Science, Kloster Irsee, Germany (2018)

Working Paper (1)

2019
Working Paper
Ortiz, S.; Stanisic, L.; Rodriguez, B. A.; Rampp, M.; Hummer, G.; Cossio, P.: Cross-validation tests for cryo-EM maps using an independent particle set. (2019), 27 pp.
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