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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
3222020
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
1792020
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
1592020
Generating Purkinje networks in the human heart
FS Costabal, DE Hurtado, E Kuhl
Journal of biomechanics 49 (12), 2455-2465, 2016
902016
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
742020
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
702019
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
612017
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
592021
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, 1987-2001, 2019
472019
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
412019
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
392021
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
362018
Seeing double: A comparison of microstructure, biomechanical function, and adjacent disc health between double-layer and single-layer vertebral endplates
AJ Fields, FS Costabal, AG Rodriguez, JC Lotz
Spine 37 (21), E1310, 2012
362012
Multiscale characterization of heart failure
FS Costabal, JS Choy, KL Sack, JM Guccione, GS Kassab, E Kuhl
Acta biomaterialia 86, 66-76, 2019
332019
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
252018
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
242018
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
192020
Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks
T Grandits, S Pezzuto, FS Costabal, P Perdikaris, T Pock, G Plank, ...
Functional Imaging and Modeling of the Heart: 11th International Conference …, 2021
132021
Predicting critical drug concentrations and torsadogenic risk using a multiscale exposure-response simulator
FS Costabal, J Yao, A Sher, E Kuhl
Progress in biophysics and molecular biology 144, 61-76, 2019
92019
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
82022
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