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Francisco Sahli Costabal
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Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions
K Linka, M Peirlinck, F Sahli Costabal, E Kuhl
Computer methods in biomechanics and biomedical engineering 23 (11), 710-717, 2020
3952020
Physics-informed neural networks for cardiac activation mapping
F Sahli Costabal, Y Yang, P Perdikaris, DE Hurtado, E Kuhl
Frontiers in Physics 8, 42, 2020
3212020
Outbreak dynamics of COVID-19 in China and the United States
M Peirlinck, K Linka, F Sahli Costabal, E Kuhl
Biomechanics and modeling in mechanobiology 19 (6), 2179-2193, 2020
1942020
Precision medicine in human heart modeling: Perspectives, challenges, and opportunities
M Peirlinck, FS Costabal, J Yao, JM Guccione, S Tripathy, Y Wang, ...
Biomechanics and modeling in mechanobiology 20, 803-831, 2021
1362021
Generating Purkinje networks in the human heart
FS Costabal, DE Hurtado, E Kuhl
Journal of biomechanics 49 (12), 2455-2465, 2016
1162016
Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19
M Peirlinck, K Linka, FS Costabal, J Bhattacharya, E Bendavid, ...
Computer Methods in Applied Mechanics and Engineering 372, 113410, 2020
912020
Machine learning in drug development: Characterizing the effect of 30 drugs on the QT interval using Gaussian process regression, sensitivity analysis, and uncertainty …
FS Costabal, K Matsuno, J Yao, P Perdikaris, E Kuhl
Computer Methods in Applied Mechanics and Engineering 348, 313-333, 2019
912019
The importance of mechano-electrical feedback and inertia in cardiac electromechanics
FS Costabal, FA Concha, DE Hurtado, E Kuhl
Computer methods in applied mechanics and engineering 320, 352-368, 2017
682017
Using machine learning to characterize heart failure across the scales
M Peirlinck, F Sahli Costabal, KL Sack, JS Choy, GS Kassab, ...
Biomechanics and modeling in mechanobiology 18 (6), 1987-2001, 2019
662019
COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior
MA Bhouri, FS Costabal, H Wang, K Linka, M Peirlinck, E Kuhl, ...
Computer Methods in Applied Mechanics and Engineering 382, 113891, 2021
612021
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models
FS Costabal, P Perdikaris, E Kuhl, DE Hurtado
Computer Methods in Applied Mechanics and Engineering 357, 112602, 2019
562019
Data-driven tissue mechanics with polyconvex neural ordinary differential equations
V Tac, FS Costabal, AB Tepole
Computer Methods in Applied Mechanics and Engineering 398, 115248, 2022
522022
Predicting drug‐induced arrhythmias by multiscale modeling
F Sahli Costabal, J Yao, E Kuhl
International journal for numerical methods in biomedical engineering 34 (5 …, 2018
442018
Seeing double: a comparison of microstructure, biomechanical function, and adjacent disc health between double-and single-layer vertebral endplates
AJ Fields, F Sahli, AG Rodriguez, JC Lotz
Spine 37 (21), E1310-E1317, 2012
422012
Multiscale characterization of heart failure
FS Costabal, JS Choy, KL Sack, JM Guccione, GS Kassab, E Kuhl
Acta biomaterialia 86, 66-76, 2019
392019
Benchmarking physics-informed frameworks for data-driven hyperelasticity
V Taç, K Linka, F Sahli-Costabal, E Kuhl, AB Tepole
Computational Mechanics 73 (1), 49-65, 2024
30*2024
Classifying drugs by their arrhythmogenic risk using machine learning
F Sahli-Costabal, K Seo, E Ashley, E Kuhl
Biophysical journal 118 (5), 1165-1176, 2020
282020
Predicting the cardiac toxicity of drugs using a novel multiscale exposure–response simulator
F Sahli Costabal, J Yao, E Kuhl
Computer methods in biomechanics and biomedical engineering 21 (3), 232-246, 2018
282018
Interpreting activation mapping of atrial fibrillation: a hybrid computational/physiological study
F Sahli Costabal, JAB Zaman, E Kuhl, SM Narayan
Annals of biomedical engineering 46, 257-269, 2018
272018
Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps
C Ruiz Herrera, T Grandits, G Plank, P Perdikaris, F Sahli Costabal, ...
Engineering with Computers 38 (5), 3957-3973, 2022
262022
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