Ellen Kuhl

According to our database, Ellen Kuhl authored at least 27 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling.

Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl

CoRR, 2024

A universal material model subroutine for soft matter systems.

Mathias Peirlinck, Juan A. Hurtado, Manuel K. Rausch, Adrian Buganza Tepole, Ellen Kuhl

CoRR, 2024

Minimal activation with maximal reach: Reachability clouds of bio-inspired slender manipulators.

Bartosz Kaczmarski, Derek E. Moulton, Alain Goriely, Ellen Kuhl

CoRR, 2024

Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex.

Jixin Hou, Xianyan Chen, Taotao Wu, Ellen Kuhl, Xianqiao Wang

CoRR, 2024

2023

A Simulation Tool for Physics-Informed Control of Biomimetic Soft Robotic Arms.

Bartosz Kaczmarski, Alain Goriely, Ellen Kuhl, Derek E. Moulton

IEEE Robotics Autom. Lett., 2023

Theory and implementation of inelastic Constitutive Artificial Neural Networks.

Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl

CoRR, 2023

On sparse regression, Lp-regularization, and automated model discovery.

Jeremy A. McCulloch, Skyler R. St. Pierre, Kevin Linka, Ellen Kuhl

CoRR, 2023

Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression.

Zhen Zhang, Zongren Zou, Ellen Kuhl, George Em Karniadakis

CoRR, 2023

Benchmarks for physics-informed data-driven hyperelasticity.

Vahidullah Tac, Kevin Linka, Francisco Sahli Costabal, Ellen Kuhl, Adrian Buganza Tepole

CoRR, 2023

Evaluating Passive Myocardial Stiffness Using in vivo cine, cDTI, and Tagged MRI.

Fikunwa O. Kolawole, Vicky Y. Wang, Bianca Freytag, Michael Loecher, Tyler E. Cork, Martyn P. Nash, Ellen Kuhl, Daniel B. Ennis

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

Correlating tau pathology to brain atrophy using a physics-based Bayesian model.

Amelie Schäfer, Pavanjit Chaggar, Alain Goriely, Ellen Kuhl

Eng. Comput., 2022

Physics-guided deep learning for data scarcity.

Jinshuai Bai, Laith Alzubaidi, Qingxia Wang, Ellen Kuhl, Mohammed Bennamoun, Yuantong Gu

CoRR, 2022

A new family of Constitutive Artificial Neural Networks towards automated model discovery.

Kevin Linka, Ellen Kuhl

CoRR, 2022

Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems.

Kevin Linka, Amelie Schäfer, Xuhui Meng, Zongren Zou, George Em Karniadakis, Ellen Kuhl

CoRR, 2022

2021

A Framework for Evaluating Myocardial Stiffness Using 3D-Printed Heart Phantoms.

Fikunwa O. Kolawole, Mathias Peirlinck, Tyler E. Cork, Vicky Y. Wang, Seraina Anne Dual, Marc E. Levenston, Ellen Kuhl, Daniel B. Ennis

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2020

Protein-protein interactions in neurodegenerative diseases: A conspiracy theory.

Travis B. Thompson, Pavanjit Chaggar, Ellen Kuhl, Alain Goriely, Alzheimer's Disease Neuroimaging Initiative

PLoS Comput. Biol., 2020

2019

Integrating machine learning and multiscale modeling - perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences.

Mark S. Alber, Adrian Buganza Tepole, William R. Cannon, Suvranu De, Salvador Dura-Bernal, Krishna C. Garikipati, George E. Karniadakis, William W. Lytton, Paris Perdikaris, Linda R. Petzold, Ellen Kuhl

npj Digit. Medicine, 2019

Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models.

Francisco Sahli Costabal, Paris Perdikaris, Ellen Kuhl, Daniel E. Hurtado

CoRR, 2019

2015

A New Sparse Matrix Vector Multiplication GPU Algorithm Designed for Finite Element Problems.

Jonathan Wong, Ellen Kuhl, Eric Darve

CoRR, 2015

2014

Towards an instrumented tissue expander.

Annette I. Bohmer, Alexander M. Zollner, Ellen Kuhl, Udo Lindemann

Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014

Human pluripotent stem cell tools for cardiac optogenetics.

Yan Zhuge, Bhagat Patlolla, Charu Ramakrishnan, Ramin E. Beygui, Christopher K. Zarins, Karl Deisseroth, Ellen Kuhl, Oscar J. Abilez

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2010

Imaging-Based Computation of the Dynamics of Pelvic Floor Deformation and Strain Visualization Analysis.

Christos E. Constantinou, Linda McLean, Ellen Kuhl, Bertha Chen

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

2008

Visualization of Particle Interactions in Granular Media.

Holger A. Meier, Michael Schlemmer, Christian Wagner, Andreas Kerren, Hans Hagen, Ellen Kuhl, Paul Steinmann

IEEE Trans. Vis. Comput. Graph., 2008

2007

Towards Completeness, a Multiscale Approach of Confined Particulate Systems.

Holger A. Meier, Paul Steinmann, Ellen Kuhl

Proceedings of the Visualization of Large and Unstructured Data Sets: Second workshop of the DFG's International Research Training Group "Visualization of Large and Unstructured Data Sets, 2007

2006

A discontinuous Galerkin method for the Cahn-Hilliard equation.

Garth N. Wells, Ellen Kuhl, Krishna C. Garikipati

J. Comput. Phys., 2006

On Discrete Modeling and Visualization of Granular Media.

Holger A. Meier, Ellen Kuhl, Paul Steinmann

Proceedings of the Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering, 2006

Computational Modelling of Micromorphic Continua - Theory, Numerics, and Visualisation Challenges.

C. Britta Hirschberger, Ellen Kuhl, Paul Steinmann

Proceedings of the Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering, 2006