Seungik Baek

Michigan State University — United States

Engineering · Physical Sciences

31h-index3.4kcitations142works1.62yr avg
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Research Topics

Elasticity and Material Modeling(59), Aortic aneurysm repair treatments(38), Aortic Disease and Treatment Approaches(26), Cardiovascular Health and Disease Prevention(20), Cardiac, Anesthesia and Surgical Outcomes(20)

Publications142 total

Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning
npj Digital Medicine·2026Open Access
A Microstructurally-Motivated Framework to Study Autoregulation in the Coronary Circulation
2025Open Access
Baseline State for Pulmonary Vasculature with Pulmonary Arterial Hypertension: Effect of Geometric Remodeling and Metabolic Shift
2025Open Access
Multiscale Kinematic Growth Coupled With Mechanosensitive Systems Biology in Open-Source Software
Journal of Biomechanical Engineering·2025
Focal Dorsal Enhancement of the Tympanic Bulla: An Early Indicator in Feline Otitis Media
Veterinary Radiology & Ultrasound·2025Open Access
Automatic Segmentation of Abdominal Aortic Aneurysm From Computed Tomography Angiography Using a Patch-Based Dilated UNet Model
IEEE Access·2025· 3 citedOpen Access
Enhancing Immersion Cooling Performance Via Fluid Properties and Cell Arrangement Angles
SSRN Electronic Journal·2025Open Access
A Study on Explosion venting for Reducing Hydrogen Explosion Damage in enclosed Spaces
Journal of the Korean Institute of Gas·2024Open Access
Rapid estimation of left ventricular contractility with a physics-informed neural network inverse modeling approach
Artificial Intelligence in Medicine·2024· 5 citedOpen Access
Multi-scaled temporal modeling of cardiovascular disease progression: An illustration of proximal arteries in pulmonary hypertension
Journal of Biomechanics·2024· 7 citedOpen Access
Investigating the influence of collagen cross-linking on mechanical properties of thoracic aortic tissue
Frontiers in Bioengineering and Biotechnology·2024· 4 citedOpen Access
Rapid Estimation of Left Ventricular Contractility with a Physics-Informed Neural Network Inverse Modeling Approach
arXiv (Cornell University)·2024Open Access
A biochemomechanical model of collagen turnover in arterial adaptations to hemodynamic loading
Biomechanics and Modeling in Mechanobiology·2023· 6 cited
Mechanical characterization of human umbilical arteries by thick-walled models: Enhanced vascular compliance by removing an abluminal lining
Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials·2023· 4 cited
A multiscale framework for defining homeostasis in distal vascular trees: applications to the pulmonary circulation
Biomechanics and Modeling in Mechanobiology·2023· 13 cited
A Biochemomechanical Model of Collagen Turnover in Arterial Adaptations to Hemodynamic Loading
Research Square (Research Square)·2023· 1 citedOpen Access
Computational modelling of multi-temporal ventricular–vascular interactions during the progression of pulmonary arterial hypertension
Journal of The Royal Society Interface·2022· 4 citedOpen Access
Region-dependent mechanical characterization of porcine thoracic aorta with a one-to-many correspondence method to create virtual datasets using uniaxial tensile tests
Frontiers in Bioengineering and Biotechnology·2022· 5 citedOpen Access
Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction
IEEE Transactions on Medical Imaging·2022· 33 citedOpen Access
Data-driven computational models of ventricular-arterial hemodynamics in pediatric pulmonary arterial hypertension
Frontiers in Physiology·2022· 4 citedOpen Access
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Frequent Co-authors

Jay D. Humphrey(13), Jongeun Choi(9), Byron A. Zambrano(8), Whal Lee(7), C. Alberto Figueroa(6), Hamidreza Gharahi(6), Shahrokh Zeinali‐Davarani(6), Zhenxiang Jiang(5), Κ. R. Rajagopal(4), Lik Chuan Lee(4), Jungsil Kim(3), Christopher Tossas-Betancourt(3), Thomas J. Pence(3), P. B. Wells(3), Sebastian T. Kwon(3), Chae Young Lim(3), Andreas Valentin(2), Arun R. Srinivasa(2), Silvia S. Kang(2), Azadeh Sheidaei(2)