Constrained DKL to Accelerate Structure-Property Relationship Discovery in Automated Electron and Scanning Probe Microscopy

Utkarsh Pratiush; Jinyuan Yao; Marti Checa; Ying Liu; Sergei V. Kalinin; Yongtao Liu

doi:10.1093/mam/ozae044.1021

Constrained DKL to Accelerate Structure-Property Relationship Discovery in Automated Electron and Scanning Probe Microscopy

Utkarsh Pratiush
, Jinyuan Yao
, Marti Checa
, Ying Liu
, Sergei V. Kalinin
, Yongtao Liu

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

Original language	English
Pages (from-to)	2072-2073
Number of pages	2
Journal	Microscopy and Microanalysis
Volume	30
Issue number	2024
DOIs	https://doi.org/10.1093/mam/ozae044.1021
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

U.P. acknowledges AI4TENNESSEE initiative for funding. Y.L. acknowledge support from the Center for Nanophase Materials Sciences (CNMS), which is a US Department of Energy, Office of Science User Facility at Oak Ridge National Laboratory. U.P. and S.V.K. acknowledge support from the Center for Nanophase Materials Sciences (CNMS) user facility which is a U.S. Department of Energy Office of Science User Facility, project no. CNMS2023-B-02177.

Access to Document

10.1093/mam/ozae044.1021

Cite this

@article{28b58acf1df240b388fb910daffacac9,

title = "Constrained DKL to Accelerate Structure-Property Relationship Discovery in Automated Electron and Scanning Probe Microscopy",

author = "Utkarsh Pratiush and Jinyuan Yao and Marti Checa and Ying Liu and Kalinin, \{Sergei V.\} and Yongtao Liu",

year = "2024",

month = jul,

day = "24",

doi = "10.1093/mam/ozae044.1021",

language = "English",

volume = "30",

pages = "2072--2073",

journal = "Microscopy and Microanalysis",

issn = "1431-9276",

publisher = "Oxford University Press",

number = "2024",

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",

}

TY - JOUR

T1 - Constrained DKL to Accelerate Structure-Property Relationship Discovery in Automated Electron and Scanning Probe Microscopy

AU - Pratiush, Utkarsh

AU - Yao, Jinyuan

AU - Checa, Marti

AU - Liu, Ying

AU - Kalinin, Sergei V.

AU - Liu, Yongtao

PY - 2024/7/24

Y1 - 2024/7/24

UR - https://www.scopus.com/pages/publications/85215667843

U2 - 10.1093/mam/ozae044.1021

DO - 10.1093/mam/ozae044.1021

M3 - Conference article

AN - SCOPUS:85215667843

SN - 1431-9276

VL - 30

SP - 2072

EP - 2073

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 -

Constrained DKL to Accelerate Structure-Property Relationship Discovery in Automated Electron and Scanning Probe Microscopy

Funding

Access to Document

Other files and links

Cite this