This article deals with the measurement of strain in semiconductor heterostructures from convergent beam electron diffraction patterns. In particular, three different algorithms in the field of (circular) pattern recognition are presented that are able to detect diffracted disc positions accurately, from which the strain in growth direction is calculated. Although the three approaches are very different as one is based on edge detection, one on rotational averages, and one on cross correlation with masks, it is found that identical strain profiles result for an InxGa1-xNyAs1-y/GaAs heterostructure consisting of five compressively and tensile strained layers. We achieve a precision of strain measurements of 7-9.10(-4) and a spatial resolution of 0.5-0.7 nm over the whole width of the layer stack which was 350 nm. Being already very applicable to strain measurements in contemporary nanostructures, we additionally suggest future hardware and software designs optimized for fast and direct acquisition of strain distributions, motivated by the present studies.
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Ribet, Stephanie M.
Zeltmann, Steven E.
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Cornell Univ, Platform Accelerated Realizat Anal & Discovery Int, Ithaca, NY 14853 USA
Univ Calif Berkeley, Dept Mat Sci & Engn, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Zeltmann, Steven E.
Bustillo, Karen C.
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h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Bustillo, Karen C.
Dhall, Rohan
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Dhall, Rohan
Denes, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Denes, Peter
Minor, Andrew M.
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Mat Sci & Engn, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Minor, Andrew M.
dos Reis, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Northwestern Univ, NUANCE Ctr, Evanston, IL 60208 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
dos Reis, Roberto
Dravid, Vinayak P.
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h-index: 0
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Northwestern Univ, NUANCE Ctr, Evanston, IL 60208 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Dravid, Vinayak P.
Ophus, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Creange, Nicole
Dyck, Ondrej
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h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Dyck, Ondrej
Vasudevan, Rama K.
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h-index: 0
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Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Vasudevan, Rama K.
Ziatdinov, Maxim
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h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Computat Sci & Engn Div, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Ziatdinov, Maxim
Kalinin, Sergei, V
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Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Kalinin, Sergei, V
MACHINE LEARNING-SCIENCE AND TECHNOLOGY,
2022,
3
(01):
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Callahan, Patrick G.
Stinville, Jean-Charles
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h-index: 0
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Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Stinville, Jean-Charles
Yao, Eric R.
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h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Yao, Eric R.
Echlin, McLean P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Echlin, McLean P.
Titus, Michael S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Purdue Univ, Sch Mat Engn, W Lafayette, IN 47907 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Titus, Michael S.
De Graef, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Mellon Univ, Dept Mat Sci & Engn, Pittsburgh, PA 15213 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
De Graef, Marc
Gianola, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Gianola, Daniel S.
Pollock, Tresa M.
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h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Chinese Acad Sci, Inst Met Res, Shenyang Natl Lab Mat Sci, Shenyang 110016, Peoples R ChinaJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Zheng, S. J.
Ma, X. L.
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Met Res, Shenyang Natl Lab Mat Sci, Shenyang 110016, Peoples R ChinaJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Ma, X. L.
Yamamoto, T.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Nagoya Univ, Dept Mat Sci, Nagoya, Aichi 4648601, JapanJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Yamamoto, T.
Ikuhara, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Univ Tokyo, Inst Engn Innovat, Tokyo 1138656, JapanJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Ribet, Stephanie M.
Zeltmann, Steven E.
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Platform Accelerated Realizat Anal & Discovery Int, Ithaca, NY 14853 USA
Univ Calif Berkeley, Dept Mat Sci & Engn, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Zeltmann, Steven E.
Bustillo, Karen C.
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Bustillo, Karen C.
Dhall, Rohan
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Dhall, Rohan
Denes, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Denes, Peter
Minor, Andrew M.
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Mat Sci & Engn, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Minor, Andrew M.
dos Reis, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Northwestern Univ, NUANCE Ctr, Evanston, IL 60208 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
dos Reis, Roberto
Dravid, Vinayak P.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Northwestern Univ, Int Inst Nanotechnol, Evanston, IL 60208 USA
Northwestern Univ, NUANCE Ctr, Evanston, IL 60208 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
Dravid, Vinayak P.
Ophus, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Berkeley Natl Lab, Natl Ctr Electron Microscopy, Mol Foundry, Berkeley, CA 94720 USANorthwestern Univ, Dept Mat Sci & Engn, Evanston, IL 60208 USA
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Creange, Nicole
Dyck, Ondrej
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Dyck, Ondrej
Vasudevan, Rama K.
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Vasudevan, Rama K.
Ziatdinov, Maxim
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Oak Ridge Natl Lab, Computat Sci & Engn Div, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Ziatdinov, Maxim
Kalinin, Sergei, V
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USAOak Ridge Natl Lab, Ctr Nanophase Mat Sci, POB 2009, Oak Ridge, TN 37831 USA
Kalinin, Sergei, V
MACHINE LEARNING-SCIENCE AND TECHNOLOGY,
2022,
3
(01):
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Callahan, Patrick G.
Stinville, Jean-Charles
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Stinville, Jean-Charles
Yao, Eric R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Yao, Eric R.
Echlin, McLean P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Echlin, McLean P.
Titus, Michael S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Purdue Univ, Sch Mat Engn, W Lafayette, IN 47907 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Titus, Michael S.
De Graef, Marc
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Mellon Univ, Dept Mat Sci & Engn, Pittsburgh, PA 15213 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
De Graef, Marc
Gianola, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
Gianola, Daniel S.
Pollock, Tresa M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Mat, Santa Barbara, CA 93106 USA
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Chinese Acad Sci, Inst Met Res, Shenyang Natl Lab Mat Sci, Shenyang 110016, Peoples R ChinaJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Zheng, S. J.
Ma, X. L.
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Met Res, Shenyang Natl Lab Mat Sci, Shenyang 110016, Peoples R ChinaJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Ma, X. L.
Yamamoto, T.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Nagoya Univ, Dept Mat Sci, Nagoya, Aichi 4648601, JapanJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Yamamoto, T.
Ikuhara, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan
Univ Tokyo, Inst Engn Innovat, Tokyo 1138656, JapanJapan Fine Ceram Ctr, Nanostruct Res Lab, Nagoya, Aichi 4568587, Japan