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

Sergei V. Kalinin; Boris N. Slautin; Utkarsh Pratiush; Ilia N. Ivanov; Yongtao Liu; Rohit Pant; Xiaohang Zhang; Ichiro Takeuchi; Maxim A. Ziatdinov

doi:10.1093/mam/ozae044.157

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

Sergei V. Kalinin
, Boris N. Slautin
, Utkarsh Pratiush
, Ilia N. Ivanov
, Yongtao Liu
, Rohit Pant
, Xiaohang Zhang
, Ichiro Takeuchi
, Maxim A. Ziatdinov

Research output: Contribution to journal › Conference article › peer-review

3 Scopus citations

Original language	English
Pages (from-to)	344-346
Number of pages	3
Journal	Microscopy and Microanalysis
Volume	30
Issue number	2024
DOIs	https://doi.org/10.1093/mam/ozae044.157
State	Published - Jul 24 2024
Event	82nd Annual Meeting Microscopy Society of America and the 58th Annual Meeting Microanalysis Society, M and M 2024 - Cleveland, United States Duration: Jul 28 2024 → Aug 1 2024

Funding

The work was supported (S.V.K.) via UTK start-up funding. Confocal Raman characterization was conducted at the Center for Nanophase Materials Sciences (CNMS), which is a US Department of Energy, Office of Science User Facility at Oak Ridge National Laboratory. The work at the University of Maryland was partially supported by ONR MURI N00014172661 and the NIST collaborative agreement 70NANB23H226. The analysis codes that support the findings of this study are available at https://github.com/Slautin/2024_Co-orchestration.

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title = "Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization",

author = "Kalinin, \{Sergei V.\} and Slautin, \{Boris N.\} and Utkarsh Pratiush and Ivanov, \{Ilia N.\} and Yongtao Liu and Rohit Pant and Xiaohang Zhang and Ichiro Takeuchi and Ziatdinov, \{Maxim A.\}",

year = "2024",

month = jul,

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doi = "10.1093/mam/ozae044.157",

language = "English",

volume = "30",

pages = "344--346",

journal = "Microscopy and Microanalysis",

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note = "82nd Annual Meeting Microscopy Society of America and the 58th Annual Meeting Microanalysis Society, M and M 2024 ; Conference date: 28-07-2024 Through 01-08-2024",

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TY - JOUR

T1 - Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization

AU - Kalinin, Sergei V.

AU - Slautin, Boris N.

AU - Pratiush, Utkarsh

AU - Ivanov, Ilia N.

AU - Liu, Yongtao

AU - Pant, Rohit

AU - Zhang, Xiaohang

AU - Takeuchi, Ichiro

AU - Ziatdinov, Maxim A.

PY - 2024/7/24

Y1 - 2024/7/24

UR - https://www.scopus.com/pages/publications/85204440289

U2 - 10.1093/mam/ozae044.157

DO - 10.1093/mam/ozae044.157

M3 - Conference article

AN - SCOPUS:85204440289

SN - 1431-9276

VL - 30

SP - 344

EP - 346

JO - Microscopy and Microanalysis

JF - Microscopy and Microanalysis

IS - 2024

T2 - 82nd Annual Meeting Microscopy Society of America and the 58th Annual Meeting Microanalysis Society, M and M 2024

Y2 - 28 July 2024 through 1 August 2024

ER -

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

Funding

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