Maxim Ziatdinov
Scholar

Maxim Ziatdinov

Google Scholar ID: YnSdOoUAAAAJ
Pacific Northwest National Laboratory
Applied Machine LearningAutonomous ExperimentsMaterials ScienceAI4Science
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Citations & Impact
All-time
Citations
5,197
 
H-index
37
 
i10-index
115
 
Publications
20
 
Co-authors
13
list available
Contact
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Publications
5 items
Agentic workflow enables the recovery of critical materials from complex feedstocks via selective precipitation
2026
Cited
0
Beyond Optimization: Exploring Novelty Discovery in Autonomous Experiments
2025
Cited
0
Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop
2025
Cited
0
Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy
2025
Cited
0
Active Deep Kernel Learning of Molecular Functionalities: Realizing Dynamic Structural Embeddings
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
13 total
Sergei V. Kalinin
Sergei V. Kalinin
Weston Fulton Chair Professor, UT Knoxville. Chief Scientist, AI/ML for Physical Sciences, PNNL
Rama Vasudevan
Rama Vasudevan
R&D Staff, Center for Nanophase Materials Sciences at Oak Ridge National
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Yongtao Liu
Yongtao Liu
R&D Staff, Oak Ridge National Laboratory
Kevin M. Roccapriore
Kevin M. Roccapriore
AtomQ (LOA/Innovation Crossroads @ ORNL)
Co-author 7
Co-author 7
Co-author 8
Co-author 8