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Kishan Govind
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Deep Learning
Image Database
Automatically Segmented
Transmission Electron Microscopy
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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Kishan Govind
,
Daniela Oliveros
,
Antonin Dlouhy
,
Marc Legros
,
Stefan Sandfeld
Deep learning of crystalline defects from TEM images: a solution for the problem of 'never enough training data'.
Mach. Learn. Sci. Technol.
5 (1) (2024)
Kishan Govind
,
Daniela Oliveros
,
Antonin Dlouhy
,
Marc Legros
,
Stefan Sandfeld
Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data".
CoRR
(2023)
Karina Ruzaeva
,
Kishan Govind
,
Marc Legros
,
Stefan Sandfeld
Instance Segmentation of Dislocations in TEM Images.
CoRR
(2023)
Binh Duong Nguyen
,
Pavlo Potapenko
,
Aytekin Dermici
,
Kishan Govind
,
Stefan Sandfeld
Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties.
CoRR
(2023)