Exploring the potential of transfer learning for metamodels of heterogeneous material deformation. - Emma Lejeune; Bill Zhao (CoRR, 2020)

FM-Track: A fiducial marker tracking software for studying cell mechanics in a three-dimensional environment. - Emma Lejeune; Alex Khang; Jacob Sansom; Michael S. Sacks (SoftwareX, 2020)

Geometric Stability Classification: Datasets, Metamodels, and Adversarial Attacks. - Emma Lejeune (Comput. Aided Des., 2021)

Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels. - Saeed Mohammadzadeh; Emma Lejeune (CoRR, 2021)

Sarc-Graph: Automated segmentation, tracking, and analysis of sarcomeres in hiPSC-derived cardiomyocytes. - Bill Zhao; Kehan Zhang; Christopher S. Chen; Emma Lejeune (PLoS Comput. Biol., 2021)

Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks. - Peerasait Prachaseree; Emma Lejeune (CoRR, 2022)

Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset. - Hiba Kobeissi; Saeed Mohammadzadeh; Emma Lejeune (CoRR, 2022)

Towards out of distribution generalization for problems in mechanics. - Lingxiao Yuan; Harold S. Park; Emma Lejeune (CoRR, 2022)

Investigating Deep Learning Model Calibration for Classification Problems in Mechanics. - Saeed Mohammadzadeh; Peerasait Prachaseree; Emma Lejeune (CoRR, 2022)

Segmenting mechanically heterogeneous domains via unsupervised learning. - Quan Nguyen; Emma Lejeune (CoRR, 2023)

SarcGraph: A Python package for analyzing the contractile behavior of pluripotent stem cell-derived cardiomyocytes. - Saeed Mohammadzadeh; Emma Lejeune (J. Open Source Softw., 2023)

Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials. - Lingxiao Yuan; Emma Lejeune; Harold S. Park (CoRR, 2024)

FEniCS-arclength: A numerical continuation package in FEniCS for nonlinear problems in solid mechanics. - Peerasait Prachaseree; Saeed Mohammadzadeh; Berkin Dortdivanlioglu; Emma Lejeune (J. Open Source Softw., 2024)

Towards Robust Surrogate Models: Benchmarking Machine Learning Approaches to Expediting Phase Field Simulations of Brittle Fracture. - Erfan Hamdi; Emma Lejeune (CoRR, 2025)