Emma Lejeune

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Information Propagation and Encoding in Solids: A Quantitative Approach Towards Mechanical Intelligence.
CoRR
Peerasait Prachaseree, Emma Lejeune
2025 J jnl
FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs.
CoRR
Saeed Mohammadzadeh, Erfan Hamdi, Joel Shor, Emma Lejeune
2025 J jnl
Quantifying HiPSC-CM structural organization at scale with deep learning-enhanced SarcGraph.
PLoS Comput. Biol.
Saeed Mohammadzadeh, Emma Lejeune
2025 J jnl
Towards Robust Surrogate Models: Benchmarking Machine Learning Approaches to Expediting Phase Field Simulations of Brittle Fracture.
CoRR
Erfan Hamdi, Emma Lejeune
2024 J jnl
FEniCS-arclength: A numerical continuation package in FEniCS for nonlinear problems in solid mechanics.
J. Open Source Softw.
Peerasait Prachaseree, Saeed Mohammadzadeh, Berkin Dortdivanlioglu, Emma Lejeune
2024 J jnl
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials.
CoRR
Lingxiao Yuan, Emma Lejeune, Harold S. Park
2023 J jnl
SarcGraph: A Python package for analyzing the contractile behavior of pluripotent stem cell-derived cardiomyocytes.
J. Open Source Softw.
Saeed Mohammadzadeh, Emma Lejeune
2023 J jnl
Segmenting mechanically heterogeneous domains via unsupervised learning.
CoRR
Quan Nguyen, Emma Lejeune
2022 J jnl
Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset.
CoRR
Hiba Kobeissi, Saeed Mohammadzadeh, Emma Lejeune
2022 J jnl
Investigating Deep Learning Model Calibration for Classification Problems in Mechanics.
CoRR
Saeed Mohammadzadeh, Peerasait Prachaseree, Emma Lejeune
2022 J jnl
Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks.
CoRR
Peerasait Prachaseree, Emma Lejeune
2022 J jnl
Towards out of distribution generalization for problems in mechanics.
CoRR
Lingxiao Yuan, Harold S. Park, Emma Lejeune
2021 J jnl
Geometric Stability Classification: Datasets, Metamodels, and Adversarial Attacks.
Comput. Aided Des.
Emma Lejeune
2021 J jnl
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels.
CoRR
Saeed Mohammadzadeh, Emma Lejeune
2021 J jnl
Sarc-Graph: Automated segmentation, tracking, and analysis of sarcomeres in hiPSC-derived cardiomyocytes.
PLoS Comput. Biol.
Bill Zhao, Kehan Zhang, Christopher S. Chen, Emma Lejeune
2020 J jnl
Exploring the potential of transfer learning for metamodels of heterogeneous material deformation.
CoRR
Emma Lejeune, Bill Zhao
2020 J jnl
FM-Track: A fiducial marker tracking software for studying cell mechanics in a three-dimensional environment.
SoftwareX
Emma Lejeune, Alex Khang, Jacob Sansom, Michael S. Sacks