logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
E

Elizabeth A. Holm

university of michigan

47H-index
282Paper Count
8.8KCitation Count
Published Papers 20
Publication Date
logo
Evaluating and enhancing Segment Anything Model transferability for microstructural image analysis in nuclear materials
errComputational Materials Science
IF3.3
err2026-03-09
err0
errOAAI
errTxai Sibley; Elizabeth A. Holm; Kevin G. Field
errShare
errSave
Combining multimodal fatigue fracture surface images for analysis with a CNN
errScientific Reports
IF3.9
err2026-02-20
err0
errOAAI
errKatelyn Jones; Paul Shade; Reji John; William Musinski; Elizabeth Holm; Anthony Rollett
errShare
errSave
Mechanisms of shape evolution and rotation during crystal growth in cylindrical grains
errActa Materialia
IF9.3
err2025-12-20
err0
PREAI
errAnqi Qiu; Caihao Qiu; Ian Chesser; Jian Han; David J. Srolovitz; Elizabeth A. Holm
errShare
errSave
Microscopy modality transfer of steel microstructures: Inferring scanning electron micrographs from optical microscopy using generative AI
errMATERIALS CHARACTERIZATION
IF5.5
err2025-02-01
err0
PREAI
errAmano, Nicholas; Mueller, Martin; Muecklich, Frank; Holm, Elizabeth A.
errShare
errSave
Comparing molecular dynamics simulations of grain growth with experimental data
errSCRIPTA MATERIALIA
IF5.6
err2025-02-01
err0
PREAI
errLyu, Meizhong; Xu, Zipeng; Rohrer, Gregory S.; Holm, Elizabeth A.
errShare
errSave
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.
errShare
errSave
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.
errShare
errSave
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
errShare
errSave
Recent advances and applications of deep learning methods in materials science
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
errShare
errSave
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
errShare
errSave
Machine-Learning Microstructure for Inverse Material Design
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.
errShare
errSave
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
errShare
errSave
Tailoring Disorder and Quality of Photonic Glass Templates for Structural Coloration by Particle Charge Interactions
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.
errShare
errSave
Survey of shear coupling behavior in FCC Ni and BCC Fe grain boundaries
errMATERIALIA
IF2.9
err2021-03-01
err11
PREAI
errYu, Tingting; Chesser, Ian; Ratanaphan, Sutatch; Holm, Elizabeth; Yang, Sen; Deng, Chuang
errShare
errSave
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.
errShare
errSave
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.
errShare
errSave
Applied machine learning to predict stress hotspots II: Hexagonal close packed materials
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2019-03-01
err54
errOAAI
errMangal, Ankita; Holm, Elizabeth A.
errShare
errSave
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
errShare
errSave
Applied machine learning to predict stress hotspots I: Face centered cubic materials
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2018-12-01
err84
errOAAI
errMangal, Ankita; Holm, Elizabeth A.
errShare
errSave
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.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Chris Wolverton
H-index: 111 · Papers: 1.2K
D
David J. Srolovitz
H-index: 104 · Papers: 734
S
Shyue Ping Ong
H-index: 88 · Papers: 491
S
Simon J. L. Billinge
H-index: 83 · Papers: 646
A
Anthony D. Rollett
H-index: 79 · Papers: 625
View more