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Maxim A. Ziatdinov

Bayesian Co-navigation: Dynamic Designing of the Materials Digital Twins via Active Learning

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Apr 19, 2024
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Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization

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Feb 03, 2024
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A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments

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Apr 05, 2023
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Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy

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Apr 04, 2023
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Deep Kernel Methods Learn Better: From Cards to Process Optimization

Mar 25, 2023
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Roadmap on Deep Learning for Microscopy

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Mar 07, 2023
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Discovery of structure-property relations for molecules via hypothesis-driven active learning over the chemical space

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Jan 06, 2023
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Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy

Mar 22, 2021
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