A Hamdan, F Sahli, R Richards, C Richards, "Characterization of a dielectric microdroplet thermal interface material with dispersed nanoparticles." Journal of Nanoparticle Research, 2012.
Aaron Fields, Francisco Sahli, Azucena Rodriguez, Jeffrey Lotz, "Seeing double: A comparison of microstructure, biomechanical function, and adjacent disc health between double-layer and single-layer vertebral endplates." Spine, 2012.
Francisco Sahli, Jorge Cuellar, Alfonso Perez, Aaron Fields, Mauricio Campos, Jorge Ramos-Grez, "Structural parameters determining the strength of the porcine vertebral body affected by tumours." Computer methods in biomechanics and biomedical engineering, 2015.
Francisco Sahli, Daniel Hurtado, Ellen Kuhl, "Generating Purkinje networks in the human heart." Journal of biomechanics, 2016.
Francisco Sahli, Felipe Concha, Daniel Hurtado, Ellen Kuhl, "The importance of mechano-electrical feedback and inertia in cardiac electromechanics." Computer methods in applied mechanics and engineering, 2017.
Francisco Sahli, Junaid Zaman, Ellen Kuhl, Sanjiv Narayan, "Interpreting activation mapping of atrial fibrillation: a hybrid computational/physiological study." Annals of biomedical engineering, 2018.
Francisco Sahli, Jiang Yao, Ellen Kuhl, "Predicting drug-induced arrhythmias by multiscale modeling." International journal for numerical methods in biomedical engineering, 2018.
Francisco Sahli, Jiang Yao, Ellen Kuhl, "Predicting the cardiac toxicity of drugs using a novel multiscale exposure--response simulator." Computer methods in biomechanics and biomedical engineering, 2018.
Francisco Sahli, Kristen Matsuno, Jiang Yao, Paris Perdikaris, Ellen Kuhl, "Machine learning in drug development: Characterizing the effect of 30 drugs on the qt interval using gaussian process regression, sensitivity analysis, and uncertainty quantification." Computer Methods in Applied Mechanics and Engineering, 2019.
Francisco Sahli, Paris Perdikaris, Ellen Kuhl, Daniel Hurtado, "Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models." Computer Methods in Applied Mechanics and Engineering, 2019.
Francisco Sahli, Jenny Choy, Kevin Sack, Julius Guccione, Ghassan Kassab, Ellen Kuhl, "Multiscale characterization of heart failure." Acta biomaterialia, 2019.
Francisco Sahli, Jiang Yao, Anna Sher, Ellen Kuhl, "Predicting critical drug concentrations and torsadogenic risk using a multiscale exposure-response simulator." Progress in biophysics and molecular biology, 2019.
Mathias Peirlinck, Francisco Sahli, Kevin Sack, Jenny Choy, Ghassan Kassab, Julius Guccione, Matthieu De, Patrick Segers, E Kuhl, "Using machine learning to characterize heart failure across the scales." Biomechanics and modeling in mechanobiology, 2019.
Francisco Sahli-Costabal, Kinya Seo, Euan Ashley, Ellen Kuhl, "Classifying drugs by their arrhythmogenic risk using machine learning." Biophysical Journal, 2020.
Mathias Peirlinck, Kevin Linka, Francisco Sahli, Ellen Kuhl, "Outbreak dynamics of COVID-19 in China and the United States." Biomechanics and modeling in mechanobiology, 2020.
Kevin Linka, Mathias Peirlinck, Francisco Sahli, Ellen Kuhl, "Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions." Computer Methods in Biomechanics and Biomedical Engineering, 2020.
Francisco Sahli, Yibo Yang, Paris Perdikaris, Daniel Hurtado, Ellen Kuhl, "Physics-Informed Neural Networks for Cardiac Activation Mapping." Frontiers in Physics, 2020.
Mathias Peirlinck, Kevin Linka, Francisco Costabal, Jay Bhattacharya, Eran Bendavid, John Ioannidis, Ellen Kuhl, "Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19." Computer Methods in Applied Mechanics and Engineering, 2020.
Mohamed Bhouri, Francisco Costabal, Hanwen Wang, Kevin Linka, Mathias Peirlinck, Ellen Kuhl, Paris Perdikaris, "COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior." Computer Methods in Applied Mechanics and Engineering, 2021.
Thomas Grandits, Simone Pezzuto, Francisco Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause, "Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks." International Conference on Functional Imaging and Modeling of the Heart, 2021.
M Peirlinck, F Costabal, J Yao, JM Guccione, S Tripathy, Y Wang, D Ozturk, P Segars, TM Morrison, S Levine, E Kuhl, "Precision medicine in human heart modeling." Biomechanics and Modeling in Mechanobiology, 2021.