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04/04/2023
Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy
Machine learning (ML) has become critical for post-acquisition data anal...
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01/06/2023
Discovery of structure-property relations for molecules via hypothesis-driven active learning over the chemical space
Discovery of the molecular candidates for applications in drug targets, ...
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10/12/2022
Microscopy is All You Need
We pose that microscopy offers an ideal real-world experimental environm...
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05/16/2021
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond
AtomAI is an open-source software package bridging instrument-specific P...
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03/22/2021
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy
Machine learning and artificial intelligence (ML/AI) are rapidly becomin...
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01/21/2021