Ellen Kuhl - RankMe

47 papers Journal 38Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Convex Route to Thermomechanics: Learning Internal Energy and Dissipation. CoRR Hagen Holthusen, Paul Steinmann, Ellen Kuhl
2026	J	`jnl`	A whole-brain model of amyloid beta accumulation and cerebral hypoperfusion in Alzheimer's disease. CoRR Mattia Corti, Andrew Ahern, Alain Goriely, Ellen Kuhl, Paola F. Antonietti
2026	J	`jnl`	Discovering the mechanics of ultra-low density elastomeric foams in elite-level racing shoes. CoRR Jeremy A. McCulloch, Scott L. Delp, Ellen Kuhl
2026	J	`jnl`	Generative Artificial Intelligence creates delicious, sustainable, and nutritious burgers. CoRR Vahidullah Tac, Christopher Gardner, Ellen Kuhl
2026	J	`jnl`	Infinite-Dimensional Closed-Loop Inverse Kinematics for Soft Robots via Neural Operators. CoRR Carina Veil, Moritz Flaschel, Ellen Kuhl, Cosimo Della Santina
2026	J	`jnl`	Shape-Space Graphs: Fast and Collision-Free Path Planning for Soft Robots. IEEE Robotics Autom. Lett. Carina Veil, Moritz Flaschel, Ellen Kuhl
2026	J	`jnl`	Tau-induced atrophy drives functional connectivity disruption in Alzheimer's disease. CoRR Kun Jiang, Can Liao, Sujin Jiang, Haidong Lin, Jixin Hou, Tianming Liu, Gang Li, Taotao Wu, Yiqi Mao, Ellen Kuhl, Xianqiao Wang, Xianyan Chen
2026	J	`jnl`	Unsupervised Material Fingerprinting: Ultra-fast hyperelastic model discovery from full-field experimental measurements. CoRR Moritz Flaschel, Miguel Angel Moreno-Mateos, Simon Wiesheier, Paul Steinmann, Ellen Kuhl
2025	J	`jnl`	A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains. CoRR Hagen Holthusen, Ellen Kuhl
2025	J	`jnl`	A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains. CoRR Hagen Holthusen, Kevin Linka, Ellen Kuhl, Tim Brepols
2025	J	`jnl`	A universal material model subroutine for soft matter systems. Eng. Comput. Mathias Peirlinck, Juan A. Hurtado, Manuel K. Rausch, Adrian Buganza Tepole, Ellen Kuhl
2025	J	`jnl`	AI for Sustainable Future Foods. CoRR Bianca Datta, Markus J. Buehler, Yvonne Chow, Kristina Gligoric, Dan Jurafsky, David L. Kaplan, Rodrigo Ledesma-Amaro, Giorgia Del Missier, Lisa Neidhardt, Karim Pichara, Benjamín Sánchez-Lengeling, Miek Schlangen, Skyler R. St. Pierre, Ilias Tagkopoulos, Anna T. Thomas, Nicholas James Watson, Ellen Kuhl
2025	—	`conf`	Atrial Constitutive Neural Networks. FIMH (1) Mathias Peirlinck, Kevin Linka, Ellen Kuhl
2025	J	`jnl`	Atrial constitutive neural networks. CoRR Mathias Peirlinck, Kevin Linka, Ellen Kuhl
2025	J	`jnl`	Autoencoder-based non-intrusive model order reduction in continuum mechanics. CoRR Jannick Kehls, Ellen Kuhl, Tim Brepols, Kevin Linka, Hagen Holthusen
2025	J	`jnl`	Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling. Comput. Biol. Medicine Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl
2025	J	`jnl`	Discovering uncertainty: Gaussian constitutive neural networks with correlated weights. CoRR Jeremy A. McCulloch, Ellen Kuhl
2025	J	`jnl`	Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials. CoRR Denisa Martonova, Alain Goriely, Ellen Kuhl
2025	J	`jnl`	Material Fingerprinting: A shortcut to material model discovery without solving optimization problems. CoRR Moritz Flaschel, Denisa Martonova, Carina Veil, Ellen Kuhl
2025	J	`jnl`	Non-smooth optimization meets automated material model discovery. CoRR Moritz Flaschel, Trevor Hastie, Ellen Kuhl
2025	J	`jnl`	Shape-Space Graphs: Fast and Collision-Free Path Planning for Soft Robots. CoRR Carina Veil, Moritz Flaschel, Ellen Kuhl
2024	J	`jnl`	A universal material model subroutine for soft matter systems. CoRR Mathias Peirlinck, Juan A. Hurtado, Manuel K. Rausch, Adrian Buganza Tepole, Ellen Kuhl
2024	J	`jnl`	Automated Data-Driven Discovery of Material Models Based on Symbolic Regression: A Case Study on Human Brain Cortex. CoRR Jixin Hou, Xianyan Chen, Taotao Wu, Ellen Kuhl, Xianqiao Wang
2024	J	`jnl`	Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling. CoRR Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl
2024	J	`jnl`	Minimal activation with maximal reach: Reachability clouds of bio-inspired slender manipulators. CoRR Bartosz Kaczmarski, Derek E. Moulton, Alain Goriely, Ellen Kuhl
2023	J	`jnl`	A Simulation Tool for Physics-Informed Control of Biomimetic Soft Robotic Arms. IEEE Robotics Autom. Lett. Bartosz Kaczmarski, Alain Goriely, Ellen Kuhl, Derek E. Moulton
2023	J	`jnl`	Benchmarks for physics-informed data-driven hyperelasticity. CoRR Vahidullah Tac, Kevin Linka, Francisco Sahli Costabal, Ellen Kuhl, Adrian Buganza Tepole
2023	J	`jnl`	Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression. CoRR Zhen Zhang, Zongren Zou, Ellen Kuhl, George Em Karniadakis
2023	—	`conf`	Evaluating Passive Myocardial Stiffness Using in vivo cine, cDTI, and Tagged MRI. FIMH Fikunwa O. Kolawole, Vicky Y. Wang, Bianca Freytag, Michael Loecher, Tyler E. Cork, Martyn P. Nash, Ellen Kuhl, Daniel B. Ennis
2023	J	`jnl`	On sparse regression, Lp-regularization, and automated model discovery. CoRR Jeremy A. McCulloch, Skyler R. St. Pierre, Kevin Linka, Ellen Kuhl
2023	J	`jnl`	Theory and implementation of inelastic Constitutive Artificial Neural Networks. CoRR Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl
2022	J	`jnl`	A new family of Constitutive Artificial Neural Networks towards automated model discovery. CoRR Kevin Linka, Ellen Kuhl
2022	J	`jnl`	Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems. CoRR Kevin Linka, Amelie Schäfer, Xuhui Meng, Zongren Zou, George Em Karniadakis, Ellen Kuhl
2022	J	`jnl`	Correlating tau pathology to brain atrophy using a physics-based Bayesian model. Eng. Comput. Amelie Schäfer, Pavanjit Chaggar, Alain Goriely, Ellen Kuhl
2021	—	`conf`	A Framework for Evaluating Myocardial Stiffness Using 3D-Printed Heart Phantoms. FIMH Fikunwa O. Kolawole, Mathias Peirlinck, Tyler E. Cork, Vicky Y. Wang, Seraina Anne Dual, Marc E. Levenston, Ellen Kuhl, Daniel B. Ennis
2020	J	`jnl`	Protein-protein interactions in neurodegenerative diseases: A conspiracy theory. PLoS Comput. Biol. Travis B. Thompson, Pavanjit Chaggar, Ellen Kuhl, Alain Goriely, Alzheimer's Disease Neuroimaging Initiative
2019	J	`jnl`	Integrating machine learning and multiscale modeling - perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences. npj Digit. Medicine 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
2019	J	`jnl`	Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational models. CoRR Francisco Sahli Costabal, Paris Perdikaris, Ellen Kuhl, Daniel E. Hurtado
2015	J	`jnl`	A New Sparse Matrix Vector Multiplication GPU Algorithm Designed for Finite Element Problems. CoRR Jonathan Wong, Ellen Kuhl, Eric Darve
2014	—	`conf`	Human pluripotent stem cell tools for cardiac optogenetics. EMBC Yan Zhuge, Bhagat Patlolla, Charu Ramakrishnan, Ramin E. Beygui, Christopher K. Zarins, Karl Deisseroth, Ellen Kuhl, Oscar J. Abilez
2014	—	`conf`	Towards an instrumented tissue expander. IEEM Annette I. Bohmer, Alexander M. Zollner, Ellen Kuhl, Udo Lindemann
2010	—	`conf`	Imaging-Based Computation of the Dynamics of Pelvic Floor Deformation and Strain Visualization Analysis. ISVC (3) Christos E. Constantinou, Linda McLean, Ellen Kuhl, Bertha Chen
2008	J	`jnl`	Visualization of Particle Interactions in Granular Media. IEEE Trans. Vis. Comput. Graph. Holger A. Meier, Michael Schlemmer, Christian Wagner, Andreas Kerren, Hans Hagen, Ellen Kuhl, Paul Steinmann
2007	—	`conf`	Towards Completeness, a Multiscale Approach of Confined Particulate Systems. Visualization of Large and Unstructured Data Sets Holger A. Meier, Paul Steinmann, Ellen Kuhl
2006	J	`jnl`	A discontinuous Galerkin method for the Cahn-Hilliard equation. J. Comput. Phys. Garth N. Wells, Ellen Kuhl, Krishna C. Garikipati
2006	—	`conf`	Computational Modelling of Micromorphic Continua - Theory, Numerics, and Visualisation Challenges. VLUDS C. Britta Hirschberger, Ellen Kuhl, Paul Steinmann
2006	—	`conf`	On Discrete Modeling and Visualization of Granular Media. VLUDS Holger A. Meier, Ellen Kuhl, Paul Steinmann