Research Publications
Our research spans multiple domains in computational biomechanics and digital twin technology.
Cardiac Digital Twin & Cardiac Mechanics
Core Project
Project Focus
Patient-specific cardiac modeling, electromechanics, and blood flow simulation
Papers
- Image-Based Whole-Heart Cardiac Flow Simulations in Health and Congenital Heart Disease (2026, arXiv)
- Personalized Multiscale Modeling of Left Atrial Mechanics and Blood Flow (2026, CMAME)
- Personalized Biventricular Mechanics and Sensitivity to Model Morphology (2025, bioRxiv)
- Hemodynamic Impact of Geometrical and Structural Heterogeneity using Left Atrial Digital Twins (2025, DFD)
- Simulating Blood Flow in Left Atrium using a Personalized Multiscale Electromechanics Modeling Framework (2024, APS)
- A Personalized Multiscale Model of Ventricular Cardiac Mechanics (2024, APS)
- An Optimization Framework to Personalize Passive Cardiac Mechanics (2024, CMAME)
- A Modular Framework for Implicit 3Dā0D Coupling in Cardiac Mechanics (2024, CMAME)
- A Software Benchmark for Cardiac Elastodynamics (2025, CMAME)
Keywords
Computational Biomechanics & Tissue Modeling
Tissue Mechanics
Project Focus
Mechanical characterization and constitutive modeling of biological tissues
Papers
- Microstructure-Informed Hyper-Viscoelastic Model Capturing Soft Tissue Tensile Behavior (2026, JMPS)
- Finite Porous-Viscoelastic Model for Human Cervix (2023, JMBM)
- 3D Anisotropic Hyperelastic Model for Cervix (2022, Acta Biomaterialia)
- Equilibrium Mechanical Properties of the Human Uterus (2025, Acta Biomaterialia)
- Equilibrium Mechanical Properties of Nonhuman Primate Cervix (2024, JBE)
- Anisotropic Mechanical Properties of Human Cervix (2019, JBE)
Keywords
Simulation Framework & Numerical Methods
Simulation Systems
Project Focus
Simulation infrastructure, coupling methods, and computational frameworks
Papers
- A Modular Framework for Implicit 3Dā0D Coupling in Cardiac Mechanics (2024, CMAME)
- A Software Benchmark for Cardiac Elastodynamics (2025, CMAME)
- An Optimization Framework to Personalize Passive Cardiac Mechanics (2024, CMAME)
- HeartsimSAGE: Attention-Enhanced Graph Neural Networks for Cardiac Mechanics Acceleration (2026, JCP)
Keywords
AI & Machine Learning
Emerging Direction
Project Focus
Machine learning methods for simulation acceleration and generative modeling