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2020 – today
- 2024
[j2]Julian Suk
, Pim de Haan, Phillip Lippe, Christoph Brune, Jelmer M. Wolterink:
Mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wall. Comput. Biol. Medicine 173: 108328 (2024)- [j1]David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink:
Generative modeling of living cells with SO(3)-equivariant implicit neural representations. Medical Image Anal. 91: 102991 (2024) - [c4]Julian Suk, Baris Imre, Jelmer M. Wolterink:
LaB-GATr: Geometric Algebra Transformers for Large Biomedical Surface and Volume Meshes. MICCAI (12) 2024: 185-195 - [i10]Julian Suk, Baris Imre, Jelmer M. Wolterink:
LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes. CoRR abs/2403.07536 (2024) - [i9]Julian Suk, Dieuwertje Alblas, Barbara A. Hutten, Albert Wiegman, Christoph Brune, Pim van Ooij, Jelmer M. Wolterink:
Physics-informed graph neural networks for flow field estimation in carotid arteries. CoRR abs/2408.07110 (2024) - [i8]Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree P. Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson, Nikos Kanakaris, Boshko Koloski, Veljko Kovac, Manuel Lecha, Minho Lee, Pierrick Leroy, Theodore Long, German Magai, Alvaro Martinez, Marissa Masden, Sebastian Meznar, Bertran Miquel-Oliver, Alexis Molina, Alexander Nikitin, Marco Nurisso, Matt Piekenbrock, Yu Qin, Patryk Rygiel, Alessandro Salatiello, Max Schattauer, Pavel Snopov, Julian Suk, Valentina Sánchez, Mauricio Tec, Francesco Vaccarino, Jonas Verhellen, Frédéric Wantiez, Alexander Weers, Patrik Zajec, Blaz Skrlj, Nina Miolane:
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. CoRR abs/2409.05211 (2024) - 2023
- [c3]Julian Suk, Christoph Brune, Jelmer M. Wolterink:
SE(3) Symmetry Lets Graph Neural Networks Learn Arterial Velocity Estimation from Small Datasets. FIMH 2023: 445-454 - [i7]Julian Suk, Christoph Brune, Jelmer M. Wolterink:
SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets. CoRR abs/2302.08780 (2023) - [i6]David Wiesner, Julian Suk, Sven Dummer, Tereza Necasová, Vladimír Ulman, David Svoboda, Jelmer M. Wolterink:
Generative modeling of living cells with SO(3)-equivariant implicit neural representations. CoRR abs/2304.08960 (2023) - [i5]Dieuwertje Alblas, Julian Suk, Christoph Brune, Kak Khee Yeung, Jelmer M. Wolterink:
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks. CoRR abs/2311.05400 (2023) - 2022
- [c2]David Wiesner, Julian Suk, Sven Dummer, David Svoboda, Jelmer M. Wolterink:
Implicit Neural Representations for Generative Modeling of Living Cell Shapes. MICCAI (4) 2022: 58-67 - [i4]David Wiesner, Julian Suk, Sven Dummer, David Svoboda, Jelmer M. Wolterink:
Implicit Neural Representations for Generative Modeling of Living Cell Shapes. CoRR abs/2207.06283 (2022) - [i3]Julian Suk, Pim de Haan, Phillip Lippe, Christoph Brune, Jelmer M. Wolterink:
Mesh Neural Networks for SE(3)-Equivariant Hemodynamics Estimation on the Artery Wall. CoRR abs/2212.05023 (2022) - 2021
- [c1]Julian Suk, Pim de Haan, Phillip Lippe, Christoph Brune, Jelmer M. Wolterink:
Mesh Convolutional Neural Networks for Wall Shear Stress Estimation in 3D Artery Models. STACOM@MICCAI 2021: 93-102 - [i2]Julian Suk, Pim de Haan, Phillip Lippe, Christoph Brune, Jelmer M. Wolterink:
Mesh convolutional neural networks for wall shear stress estimation in 3D artery models. CoRR abs/2109.04797 (2021)
2010 – 2019
- 2019
- [i1]Maria Cruz Varona, Raphael Gebhart, Julian Suk, Boris Lohmann:
Practicable Simulation-Free Model Order Reduction by Nonlinear Moment Matching. CoRR abs/1901.10750 (2019)
Coauthor Index
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