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- Centre National de la Recherche ScientifiqueFR34 papers
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Showing 2025 · cond-mat.mtrl-sciShow all
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cond-mat.mtrl-sci2025★ 4 cited
Improvement of Data Analytics Techniques in Reflection High Energy Electron Diffraction to Enable Machine Learning
Patrick T. Gemperline, Rajendra Paudel, Rama K. Vasudevan +1
Perovskite oxides such as LaFeO are a well-studied family of materials that possess a wide range of useful and novel properties. Successfully synthesizing perovskite oxide samp…
cond-mat.mtrl-sci2025★ 9 cited
Deep learning with reflection high-energy electron diffraction images to predict cation ratio in SrTiO thin films
Sumner B. Harris, Patrick T. Gemperline, Christopher M. Rouleau +2
Machine learning (ML) with in situ diagnostics offers a transformative approach to accelerate, understand, and control thin film synthesis by uncovering relationships between synth…