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E

Elizabeth A. Holm

university of michigan

47H指数
282论文数
8.8K被引数
收录论文 20
发表时间
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Evaluating and enhancing Segment Anything Model transferability for microstructural image analysis in nuclear materials评估并提升Segment Anything Model在核材料微观结构图像分析中的可迁移性
errComputational Materials Science
IF3.3
err2026-03-09
err0
errOAAI
errTxai Sibley; Elizabeth A. Holm; Kevin G. Field
err分享
err收藏
Combining multimodal fatigue fracture surface images for analysis with a CNN结合多模态疲劳断裂表面图像与卷积神经网络（CNN）进行分析
errScientific Reports
IF3.9
err2026-02-20
err0
errOAAI
errKatelyn Jones; Paul Shade; Reji John; William Musinski; Elizabeth Holm; Anthony Rollett
err分享
err收藏
Mechanisms of shape evolution and rotation during crystal growth in cylindrical grains圆柱晶粒中晶体生长过程中的形状演化和旋转机制
errActa Materialia
IF9.3
err2025-12-20
err0
PREAI
errAnqi Qiu; Caihao Qiu; Ian Chesser; Jian Han; David J. Srolovitz; Elizabeth A. Holm
err分享
err收藏
Microscopy modality transfer of steel microstructures: Inferring scanning electron micrographs from optical microscopy using generative AI钢微观结构的显微成像模态转换：利用生成式人工智能推断扫描电子显微镜图像从光学显微镜图像
errMATERIALS CHARACTERIZATION
IF5.5
err2025-02-01
err0
PREAI
errAmano, Nicholas; Mueller, Martin; Muecklich, Frank; Holm, Elizabeth A.
err分享
err收藏
Comparing molecular dynamics simulations of grain growth with experimental data晶粒生长的分子动力学模拟与实验数据的比较
errSCRIPTA MATERIALIA
IF5.6
err2025-02-01
err0
PREAI
errLyu, Meizhong; Xu, Zipeng; Rohrer, Gregory S.; Holm, Elizabeth A.
err分享
err收藏
Graph convolutional network for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution
errSCIENTIFIC REPORTS
IF3.9
err2024-12-04
err0
errOAAI
errCohn, Ryan; Holm, Elizabeth A.
err分享
err收藏
Predicting fatigue crack growth metrics from fractographs: Towards fractography by computer vision
errINTERNATIONAL JOURNAL OF FATIGUE
IF6.8
err2023-12-01
err7
PREAI
errJones, Katelyn; Musinski, William D.; Pilchak, Adam L.; John, Reji; Shade, Paul A.; Rollett, Anthony D.; Holm, Elizabeth A.
err分享
err收藏
On the variability of grain boundary mobility in the isoconfigurational ensemble
errACTA MATERIALIA
IF9.3
err2023-09-01
err2
errOAAI
errQiu, Anqi; Chesser, Ian; Holm, Elizabeth
err分享
err收藏
Recent advances and applications of deep learning methods in materials science深度学习方法在材料科学中的最新进展与应用
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-04-05
err407
errOAAI
errChoudhary, Kamal; DeCost, Brian; Chen, Chi; Jain, Anubhav; Tavazza, Francesca; Cohn, Ryan; Park, Cheol Woo; Choudhary, Alok; Agrawal, Ankit; Billinge, Simon J. L.; Holm, Elizabeth; Ong, Shyue Ping; Wolverton, Chris
err分享
err收藏
A deep learning approach for complex microstructure inference
errNATURE COMMUNICATIONS
IF15.7
err2021-11-01
err64
errOAAI
errDurmaz, Ali Riza; Mueller, Martin; Lei, Bo; Thomas, Akhil; Britz, Dominik; Holm, Elizabeth A.; Eberl, Chris; Mucklich, Frank; Gumbsch, Peter
err分享
err收藏
Machine-Learning Microstructure for Inverse Material Design用于反材料设计的机器学习微结构
errADVANCED SCIENCE
IF14.1
err2021-10-29
err46
errOAAI
errPei, Zongrui; Rozman, Kyle A.; Dogan, Omer N.; Wen, Youhai; Gao, Nan; Holm, Elizabeth A.; Hawk, Jeffrey A.; Alman, David E.; Gao, Michael C.
err分享
err收藏
Optimal transportation of grain boundaries: A forward model for predicting migration mechanisms
errACTA MATERIALIA
IF9.3
err2021-05-01
err13
errOAAI
errChesser, Ian; Holm, Elizabeth; Runnels, Brandon
err分享
err收藏
Tailoring Disorder and Quality of Photonic Glass Templates for Structural Coloration by Particle Charge Interactions通过粒子电荷相互作用定制光子玻璃模板的结构着色的无序和质量
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2021-04-20
err10
errOAAI
errHaentsch, Yen; Shang, Guoliang; Lei, Bo; Winhard, Benedikt; Petrov, Alexander; Eich, Manfred; Holm, Elizabeth; Schneider, Gerold A.; Furlan, Kaline P.
err分享
err收藏
Survey of shear coupling behavior in FCC Ni and BCC Fe grain boundariesFCC Ni和BCC Fe晶界剪切耦合行为的调查
errMATERIALIA
IF2.9
err2021-03-01
err11
PREAI
errYu, Tingting; Chesser, Ian; Ratanaphan, Sutatch; Holm, Elizabeth; Yang, Sen; Deng, Chuang
err分享
err收藏
Learning the grain boundary manifold: tools for visualizing and fitting grain boundary properties
errACTA MATERIALIA
IF9.3
err2020-08-01
err11
errOAAI
errChesser, I; Francis, T.; De Graef, M.; Holm, E. A.
err分享
err收藏
Distinct driven steady states emerge from diverse initial textures in rolled nanocomposites
errACTA MATERIALIA
IF9.3
err2020-01-01
err3
errOAAI
errChesser, Ian; Holm, Elizabeth A.; Demkowicz, Michael J.
err分享
err收藏
Applied machine learning to predict stress hotspots II: Hexagonal close packed materials应用机器学习预测应力热点II: 六角密堆积材料
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2019-03-01
err54
errOAAI
errMangal, Ankita; Holm, Elizabeth A.
err分享
err收藏
A geodesic octonion metric for grain boundaries
errACTA MATERIALIA
IF9.3
err2019-03-01
err16
errOAAI
errFrancis, Toby; Chesser, Ian; Singh, Saransh; Holm, Elizabeth A.; De Graef, Marc
err分享
err收藏
Applied machine learning to predict stress hotspots I: Face centered cubic materials应用机器学习预测应力热点I: 面心立方材料
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2018-12-01
err84
errOAAI
errMangal, Ankita; Holm, Elizabeth A.
err分享
err收藏
Exploring the microstructure manifold: Image texture representations applied to ultrahigh carbon steel microstructures
errACTA MATERIALIA
IF9.3
err2017-07-01
err187
errOAAI
errDeCost, Brian L.; Francis, Toby; Holm, Elizabeth A.
err分享
err收藏

研究方向

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合作学者
合作期刊
C
Chris Wolverton
H 指数: 111 · 论文数: 1.2K
D
David J. Srolovitz
H 指数: 104 · 论文数: 740
S
Shyue Ping Ong
H 指数: 88 · 论文数: 491
S
Simon J. L. Billinge
H 指数: 83 · 论文数: 648
A
Anthony D. Rollett
H 指数: 79 · 论文数: 626
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