Publications per year
Publications per year
Overview
Education/Academic qualification
Sci-Materials Sci, Doctorate Degree
Fingerprint
Dive into the research topics where Yongtao Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Researcher collaborations from the last five years
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Active oversight and quality control in standard Bayesian optimization for autonomous experiments
Harris, S. B., Vasudevan, R. & Liu, Y., Dec 2025, In: npj Computational Materials. 11, 1, 23.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Building workflows for an interactive human-in-the-loop automated experiment (hAE) in STEM-EELS
Pratiush, U., Roccapriore, K. M., Liu, Y., Duscher, G., Ziatdinov, M. & Kalinin, S. V., Apr 25 2025, In: Digital Discovery. 4, 5, p. 1323-1338 16 p.Research output: Contribution to journal › Article › peer-review
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Invariant discovery of features across multiple length scales: Applications in microscopy and autonomous materials characterization
Raghavan, A., Pratiush, U., Valleti, M., Liu, R., Emery, R., Funakubo, H., Liu, Y., Rack, P. & Kalinin, S., Jan 21 2025, In: Journal of Applied Physics. 137, 3, 034901.Research output: Contribution to journal › Article › peer-review
Open Access -
On-demand nanoengineering of in-plane ferroelectric topologies
Checa, M., Pant, B., Puretzky, A., Dryzhakov, B., Vasudevan, R. K., Liu, Y., Kavle, P., Dasgupta, A., Martin, L. W., Cao, Y., Collins, L., Jesse, S., Domingo, N. & Kelley, K. P., Jan 2025, In: Nature Nanotechnology. 20, 1, p. 43-50 8 p., 2000857.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
SANE: strategic autonomous non-smooth exploration for multiple optima discovery in multi-modal and non-differentiable black-box functions
Biswas, A., Vasudevan, R., Pant, R., Takeuchi, I., Funakubo, H. & Liu, Y., 2025, (Accepted/In press) In: Digital Discovery.Research output: Contribution to journal › Article › peer-review
Open Access
Awards
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2023 R&D 100 Award for Physics-Informed, Active Learning–Driven Autonomous Microscopy for Science Discovery
Liu, Y. (Recipient), Maxim, Z. (Recipient), Kalinin, S. (Recipient), Roccapriore, K. (Recipient), Vasudevan, R. (Recipient), Kelley, K. (Recipient) & Jesse, S. (Recipient), 2023
Prize: Honorary award