Ellen Kuhl

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Gaussian Process

Computational Models

Top Venues

IEEE Robotics Autom. Lett.

Publications

Jixin Hou, Xianyan Chen, Taotao Wu, Ellen Kuhl, Xianqiao Wang
Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex. CoRR (2024)
Mathias Peirlinck, Juan A. Hurtado, Manuel K. Rausch, Adrian Buganza Tepole, Ellen Kuhl
A universal material model subroutine for soft matter systems. CoRR (2024)
Bartosz Kaczmarski, Derek E. Moulton, Alain Goriely, Ellen Kuhl
Minimal activation with maximal reach: Reachability clouds of bio-inspired slender manipulators. CoRR (2024)
Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl
Theory and implementation of inelastic Constitutive Artificial Neural Networks. CoRR (2023)
Bartosz Kaczmarski, Alain Goriely, Ellen Kuhl, Derek E. Moulton
A Simulation Tool for Physics-Informed Control of Biomimetic Soft Robotic Arms. IEEE Robotics Autom. Lett. 8 (2) (2023)
Zhen Zhang, Zongren Zou, Ellen Kuhl, George Em Karniadakis
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression. CoRR (2023)
Vahidullah Tac, Kevin Linka, Francisco Sahli Costabal, Ellen Kuhl, Adrian Buganza Tepole
Benchmarks for physics-informed data-driven hyperelasticity. CoRR (2023)
Jeremy A. McCulloch, Skyler R. St. Pierre, Kevin Linka, Ellen Kuhl
On sparse regression, Lp-regularization, and automated model discovery. CoRR (2023)
Fikunwa O. Kolawole, Vicky Y. Wang, Bianca Freytag, Michael Loecher, Tyler E. Cork, Martyn P. Nash, Ellen Kuhl, Daniel B. Ennis
Evaluating Passive Myocardial Stiffness Using in vivo cine, cDTI, and Tagged MRI. FIMH (2023)
Jinshuai Bai, Laith Alzubaidi, Qingxia Wang, Ellen Kuhl, Mohammed Bennamoun, Yuantong Gu
Physics-guided deep learning for data scarcity. CoRR (2022)
Kevin Linka, Amelie Schafer, Xuhui Meng, Zongren Zou, George Em Karniadakis, Ellen Kuhl
Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems. CoRR (2022)
Amelie Schäfer, Pavanjit Chaggar, Alain Goriely, Ellen Kuhl
Correlating tau pathology to brain atrophy using a physics-based Bayesian model. Eng. Comput. 38 (5) (2022)
Kevin Linka, Ellen Kuhl
A new family of Constitutive Artificial Neural Networks towards automated model discovery. CoRR (2022)
Fikunwa O. Kolawole, Mathias Peirlinck, Tyler E. Cork, Vicky Y. Wang, Seraina Anne Dual, Marc E. Levenston, Ellen Kuhl, Daniel B. Ennis
A Framework for Evaluating Myocardial Stiffness Using 3D-Printed Heart Phantoms. FIMH (2021)
Travis B. Thompson, Pavanjit Chaggar, Ellen Kuhl, Alain Goriely, Alzheimer's Disease Neuroimaging Initiative
Protein-protein interactions in neurodegenerative diseases: A conspiracy theory. PLoS Comput. Biol. 16 (10) (2020)
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
Integrating machine learning and multiscale modeling - perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences. npj Digit. Medicine 2 (2019)
Francisco Sahli Costabal, Paris Perdikaris, Ellen Kuhl, Daniel E. Hurtado
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models. CoRR (2019)
Jonathan Wong, Ellen Kuhl, Eric Darve
A New Sparse Matrix Vector Multiplication GPU Algorithm Designed for Finite Element Problems. CoRR (2015)
Yan Zhuge, Bhagat Patlolla, Charu Ramakrishnan, Ramin E. Beygui, Christopher K. Zarins, Karl Deisseroth, Ellen Kuhl, Oscar J. Abilez
Human pluripotent stem cell tools for cardiac optogenetics. EMBC (2014)
Annette I. Bohmer, Alexander M. Zollner, Ellen Kuhl, Udo Lindemann
Towards an instrumented tissue expander. IEEM (2014)
Christos E. Constantinou, Linda McLean, Ellen Kuhl, Bertha Chen
Imaging-Based Computation of the Dynamics of Pelvic Floor Deformation and Strain Visualization Analysis. ISVC (3) (2010)
Holger A. Meier, Michael Schlemmer, Christian Wagner, Andreas Kerren, Hans Hagen, Ellen Kuhl, Paul Steinmann
Visualization of Particle Interactions in Granular Media. IEEE Trans. Vis. Comput. Graph. 14 (5) (2008)
Holger A. Meier, Paul Steinmann, Ellen Kuhl
Towards Completeness, a Multiscale Approach of Confined Particulate Systems. Visualization of Large and Unstructured Data Sets (2007)
C. Britta Hirschberger, Ellen Kuhl, Paul Steinmann
Computational Modelling of Micromorphic Continua - Theory, Numerics, and Visualisation Challenges. VLUDS (2006)
Garth N. Wells, Ellen Kuhl, Krishna C. Garikipati
A discontinuous Galerkin method for the Cahn-Hilliard equation. J. Comput. Phys. 218 (2) (2006)
Holger A. Meier, Ellen Kuhl, Paul Steinmann
On Discrete Modeling and Visualization of Granular Media. VLUDS (2006)