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E

Ellen Kuhl

stanford university

83H-index
500Paper Count
2.3WCitation Count
Published Papers 205
Publication Date
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Biophysical modeling of anatomically realistic prenatal cortical folding development
errNature Communications
IF15.7
err2026-07-16
err0
errOAAI
errJixin Hou; Zhengwang Wu; Kun Jiang; Taotao Wu; Lu Zhang; Dajiang Zhu; Wei Gao; Mir Jalil Razavi; Tianming Liu; Ellen Kuhl; Gang Li; Xianqiao Wang
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Artificial intelligence for food innovation
errNature Food
IF21.9
err2026-07-03
err0
PREAI
errBianca Datta; Markus J. Buehler; Yvonne Chow; Kristina Gligorić; Dan Jurafsky; David L. Kaplan; Rodrigo Ledesma-Amaro; Giorgia Del Missier; Lisa Neidhardt; Karim Pichara; Benjamin Sanchez-Lengeling; Miek Schlangen; Skyler R. St. Pierre; Ilias Tagkopoulos; Anna Thomas; Nik Watson; Ellen Kuhl
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Open-Source Benchmarking of Plant-Based and Animal Meats
errFoods
IF5.1
err2026-06-12
err0
errOAAI
errSybren D. van den Bedem; Ellen Kuhl; Caroline Cotto
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errSave
Texture Independently Drives Liking in AI-Generated Alternative Protein Burgers
errFoods
IF5.1
err2026-06-05
err0
errOAAI
errVahidullah Tac; Aeneas O. Koosis; Ellen Kuhl
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The mechanics and physics of tofu: understanding hydrated soft solids through feature networks
errJournal of the Mechanics and Physics of Solids
IF6
err2026-04-15
err0
errOAAI
errBirte Boes; Jaan-Willem Simon; Hagen Holthusen; Ellen Kuhl
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Mechanical, rheological, and sensory characterization of lion’s mane mushroom steak
errCurrent Research in Food Science
IF7
err2026-04-10
err0
errOAAI
errSkyler R. St. Pierre; Lucas Boyle; Thibault Vervenne; Ethan C. Darwin; Marie A. Goodson; Manuel Palomares; Nancy Zhang; Ellen Kuhl
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Shape-Space Graphs: Fast and Collision-Free Path Planning for Soft Robots
errIEEE Robotics and Automation Letters
IF5.3
err2026-03-13
err0
errOAAI
errCarina Veil; Moritz Flaschel; Ellen Kuhl
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Reanimating the past: From historical collections of the placenta and uterus to modern imaging, machine learning, and multiscale modeling
errPlacenta
IF2.5
err2026-02-18
err0
errOAAI
errMalte Rolf; Sahan Jayatissa; Jonathan Reshef; Stefan Posch; Ellen Kuhl; Joanna L. James; Alys R. Clark; Hanna H. Allerkamp
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A complement to neural networks for anisotropic inelasticity at finite strains
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-12-08
err0
errOAAI
errHagen Holthusen; Ellen Kuhl
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Material Fingerprinting for rapid discovery of hyperelastic models: First experimental validation
errJournal of the Mechanics and Physics of Solids
IF6
err2025-12-05
err0
errOAAI
errDenisa Martonová; Ellen Kuhl; Moritz Flaschel
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Material Fingerprinting: A shortcut to material model discovery without solving optimization problems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-12-02
err0
errOAAI
errMoritz Flaschel; Denisa Martonová; Carina Veil; Ellen Kuhl
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Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials
errJournal of the Mechanics and Physics of Solids
IF6
err2025-09-15
err0
PREAI
errDenisa Martonová; Alain Goriely; Ellen Kuhl
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A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains
errJournal of the Mechanics and Physics of Solids
IF6
err2025-09-12
err0
errOAAI
errHagen Holthusen; Kevin Linka; Ellen Kuhl; Tim Brepols
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errSave
Discovering dispersion: How robust is automated model discovery for human myocardial tissue?
errBiomechanics and Modeling in Mechanobiology
IF2.7
err2025-08-27
err0
errOAAI
errDenisa Martonová; Sigrid Leyendecker; Gerhard A. Holzapfel; Ellen Kuhl
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errSave
Mechanical Characterization of Brain Tissue: Experimental Techniques, Human Testing Considerations, and Perspectives
errActa Biomaterialia
IF9.6
err2025-07-22
err0
PREAI
errJixin Hou; Kun Jiang; Arunachalam Ramanathan; Abhishek Saji Kumar; Wei Zhang; Lin Zhao; Taotao Wu; Ramana Pidaparti; Dajiang Zhu; Gang Li; Kenan Song; Tianming Liu; Mir Jalil Razavi; Ellen Kuhl; Xianqiao Wang
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Discovering uncertainty: Gaussian constitutive neural networks with correlated weights
errComputational Mechanics
IF3.8
err2025-07-15
err0
PREAI
errJeremy A. McCulloch; Ellen Kuhl
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Probing mycelium mechanics and taste: The moist and fibrous signature of fungi steak
errActa Biomaterialia
IF9.6
err2025-07-14
err0
errOAAI
errThibault Vervenne; Skyler R. St. Pierre; Nele Famaey; Ellen Kuhl
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Convex neural networks learn generalized standard material models
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2025-07-01
err0
PREAI
errFlaschel, Moritz; Steinmann, Paul; De Lorenzis, Laura; Kuhl, Ellen
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Ultra-fast physics-based modeling of the elephant trunk
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2025-07-01
err0
PREAI
errKaczmarski, Bartosz; Moulton, Derek E.; Goriely, Zephyr; Goriely, Alain; Kuhl, Ellen
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Medical digital twins: enabling precision medicine and medical artificial intelligence
errlancet digital health
IF0
err2025-06-01
err0
errOAAI
errChristoph Sadée; Stefano Testa; Thomas Barba; Katherine Hartmann; Maximilian Schuessler; Alexander Thieme; George M Church; Ifeoma Okoye; Tina Hernandez-Boussard; Leroy Hood; Ilya Shmulevich; Ellen Kuhl; Olivier Gevaert
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Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gordon Guyatt
H-index: 256 · Papers: 2.2K
J
John P. A. Ioannidis
H-index: 226 · Papers: 1.9K
D
David L. Kaplan
H-index: 194 · Papers: 2.4K
C
Carlo La Vecchia
H-index: 188 · Papers: 3.0K
K
Karl Deisseroth
H-index: 182 · Papers: 633
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