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Emma Lejeune

university of michigan system

21H-index
99Paper Count
7.1KCitation Count
Published Papers 30
Publication Date
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FEM-Bench: a structured scientific reasoning benchmark for evaluating code-generating LLMs
errEngineering with Computers
IF4.9
err2026-10-06
err0
PREAI
errSaeed Mohammadzadeh; Erfan Hamdi; Joel Shor; Emma Lejeune
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errSave
Information propagation and encoding in solids: A quantitative approach towards mechanical intelligence
errJournal of the Mechanics and Physics of Solids
IF6
err2026-08-01
err0
PREAI
errPrachaseree, Peerasait; Lejeune, Emma
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errSave
Evaluating constrained and unconstrained mixture frameworks for predicting engineered heart tissue mechanics
errActa Biomaterialia
IF9.6
err2026-06-01
err1
PREAI
errJilberto, Javiera; DePalma, Samuel J.; Ntim, David; Kobeissi, Hiba; Lejeune, Emma; Helms, Adam; Baker, Brendon M.; Nordsletten, David
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errSave
Turning self-driving labs into a community resource: Challenges and opportunities
errMatter
IF17.5
err2026-05-06
err0
PREAI
errKeith A. Brown; Emma Lejeune; Jörg G. Werner
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errSave
Towards robust surrogate models: Benchmarking machine learning approaches to expediting phase field simulations of brittle fracture
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-11
err0
PREAI
errErfan Hamdi; Emma Lejeune
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errSave
Quantifying HiPSC-CM structural organization at scale with deep learning-enhanced SarcGraph
errPLOS COMPUTATIONAL BIOLOGY
IF3.6
err2025-10-01
err0
PREAI
errMohammadzadeh, Saeed; Lejeune, Emma
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errSave
Towards understanding structure-function relationships in random fiber networks
errJournal of the Mechanics and Physics of Solids
IF6
err2025-06-16
err0
PREAI
errPeerasait Prachaseree; Emma Lejeune
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errSave
The Nonlinear Visco-Hyperelastic Damage Mechanics of Individual Electrospun Polycaprolactone Fibers: Experiments and Modeling
errAdvanced Engineering Materials
IF3.3
err2025-06-10
err0
errOAAI
errSascha L. Granhold; Alberto Madariaga; Matthew J. Lohr; Sarah Jones; Andrew J. Robinson; Elizabeth Cosgriff-Hernandez; Emma Lejeune; Berkin Dortdivanlioglu; Manuel K. Rausch
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Matrix Architecture and Mechanics Regulate Myofibril Organization, Costamere Assembly, and Contractility in Engineered Myocardial Microtissues
errADVANCED SCIENCE
IF14.1
err2024-11-18
err0
errOAAI
errDePalma, Samuel J.; Jilberto, Javiera; Stis, Austin E.; Huang, Darcy D.; Lo, Jason; Davidson, Christopher D.; Chowdhury, Aamilah; Kent III, Robert N.; Jewett, Maggie E.; Kobeissi, Hiba; Chen, Christopher S.; Lejeune, Emma; Helms, Adam S.; Nordsletten, David A.; Baker, Brendon M.
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Induced pluripotent stem cell-derived cardiomyocyte in vitro models: benchmarking progress and ongoing challenges
errNATURE METHODS
IF32.1
err2024-11-08
err0
PREAI
errEwoldt, Jourdan K.; DePalma, Samuel J.; Jewett, Maggie E.; Karakan, M. cagatay; Lin, Yih-Mei; Hashemian, Paria Mir; Gao, Xining; Lou, Lihua; McLellan, Micheal A.; Tabares, Jonathan; Ma, Marshall; Coariti, Adriana C. Salazar; He, Jin; Toussaint Jr, Kimani C.; Bifano, Thomas G.; Ramaswamy, Sharan; White, Alice E.; Agarwal, Arvind; Lejeune, Emma; Baker, Brendon M.; Chen, Christopher S.
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errSave
Segmenting mechanically heterogeneous domains via unsupervised learning
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2024-01-13
err0
PREAI
errNguyen, Quan; Lejeune, Emma
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errSave
The mechanics of embedded fiber networks
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2023-12-01
err5
errOAAI
errKakaletsis, Sotirios; Lejeune, Emma; Rausch, Manuel
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errSave
A data-driven computational model for engineered cardiac microtissues
errACTA BIOMATERIALIA
IF9.6
err2023-12-01
err3
errOAAI
errJilberto, Javiera; De Palma, Samuel J.; Lo, Jason; Kobeissi, Hiba; Quach, Lani; Lejeune, Emma; Baker, Brendon M.; Nordsletten, David
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errSave
Investigating deep learning model calibration for classification problems in mechanics
errMECHANICS OF MATERIALS
IF4.1
err2023-09-01
err2
errOAAI
errMohammadzadeh, Saeed; Prachaseree, Peerasait; Lejeune, Emma
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errSave
Locality sensitive hashing via mechanical behavior
errEXTREME MECHANICS LETTERS
IF4.5
err2023-09-01
err1
errOAAI
errLejeune, Emma; Prachaseree, Peerasait
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errSave
Can machine learning accelerate soft material parameter identification from complex mechanical test data?
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2022-10-13
err13
errOAAI
errKakaletsis, Sotirios; Lejeune, Emma; Rausch, Manuel K.
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errSave
Towards out of distribution generalization for problems in mechanics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-10-01
err8
errOAAI
errYuan, Lingxiao; Park, Harold S.; Lejeune, Emma
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errSave
Learning mechanically driven emergent behavior with message passing neural networks
errCOMPUTERS & STRUCTURES
IF4.8
err2022-10-01
err9
errOAAI
errPrachaseree, Peerasait; Lejeune, Emma
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errSave
An introduction to the Ogden model in biomechanics: benefits, implementation tools and limitations
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2022-08-29
err33
errOAAI
errLohr, Matthew J.; Sugerman, Gabriella P.; Kakaletsis, Sotirios; Lejeune, Emma; Rausch, Manuel K.
errShare
errSave
Predicting mechanically driven full-field quantities of interest with deep learning-based metamodels
errEXTREME MECHANICS LETTERS
IF4.5
err2022-01-01
err24
errOAAI
errMohammadzadeh, Saeed; Lejeune, Emma
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errSave

Research Directions

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Co-authors
Cooperation Journals
K
Kristi S. Anseth
H-index: 128 · Papers: 599
C
Christopher S. Chen
H-index: 125 · Papers: 719
M
Michael S. Sacks
H-index: 76 · Papers: 350
A
Arvind Agarwal
H-index: 73 · Papers: 594
H
Harold S. Park
H-index: 65 · Papers: 288
View more