Research output per year
Research output per year
Personal profile
Artificial Intelligence Expert
- Deep Learning
- Computer Vision
- Reinforcement Learning
- Traditional Machine Learning
- Health and Well-being
- Education
Transport Expert
- Artificial Intelligence
- Network Analysis and Graph Theory
Robotics Expert Keywords
- Machine Learning
- Motion Control
- Perception and Cognition
- Sensor Integration
- Simulation
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Dive into the research topics where Christoph Brune is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces
Alblas, D., Rygiel, P., Suk, J., Kappe, K. O., Hofman, M., Brune, C., Yeung, K. K. & Wolterink, J. M., Feb 2026, In: Artificial intelligence in medicine. 172, 12 p., 103323.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Manifold limit for the training of shallow graph convolutional neural networks
Tengler, J., Iglesias, J. A. & Brune, C., 9 Jan 2026, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile -
Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation
Rygiel, P., Suk, J., Yeung, K. K., Brune, C. & Wolterink, J. M., 5 Mar 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile24 Downloads (Pure) -
An invertible generative model for forward and inverse problems
van Leeuwen, T., Brune, C. & Carioni, M., 4 Sept 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile3 Downloads (Pure) -
Consistent View Alignment Improves Foundation Models for 3D Medical Image Segmentation
Vaish, P., Meister, F., Heimann, T., Brune, C. & Wolterink, J. M., 17 Sept 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile15 Downloads (Pure)
Datasets
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Normal Form Autoencoder, data associated with the publication: ‘Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations’
Kalia, M. (Creator), Meijer, H. G. E. (Creator), Brunton, S. L. (Creator), Kutz, J. N. (Creator) & Brune, C. (Creator), 4TU.Centre for Research Data, 18 Jun 2021
Dataset
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AAA-100: A Curated Dataset of 3D Watertight Abdominal Aortic Aneurysm Models
Rygiel, P. (Creator), Alblas, D. (Creator), Brune, C. (Creator), Smorenburg, S. (Creator), Yeung, K. K. (Creator) & Wolterink, J. M. (Creator), Zenodo, 5 Apr 2024
DOI: 10.5281/zenodo.10932956, https://zenodo.org/records/10932957 and one more link, https://doi.org/10.5281/zenodo.10932957 (show fewer)
Dataset
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Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation - Pretrained Models and Test Data
Vaish, P. (Creator), Meister, F. (Creator), Heimann, T. (Creator), Brune, C. (Creator) & Wolterink, J. (Creator), Zenodo, 15 May 2025
DOI: 10.5281/zenodo.15517158, https://zenodo.org/records/15517158 and 3 more links, https://doi.org/10.5281/zenodo.15517159, https://zenodo.org/records/15517159, https://arxiv.org/abs/arXiv:2505.10223 (show fewer)
Dataset
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Normal Form Autoencoder, data associated with the publication: ‘Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations’.
Kalia, M. (Creator), Meijer, H. (Creator), Brunton, S. L. (Creator), Kutz, J. N. (Creator) & Brune, C. (Creator), 4TU.Centre for Research Data, 18 Jun 2021
DOI: 10.4121/14790657, https://data.4tu.nl/articles/_/14790657 and one more link, https://data.4tu.nl/articles/_/14790657/1 (show fewer)
Dataset
Prizes
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CMI-NEN seed-money award
Thibeau-Sutre, E. (Recipient), Wolterink, J. M. (Contributor), Brune, C. (Contributor), Consten, E. C. J. (Contributor), Geitenbeek, R. (Contributor) & Schurink, N. (Contributor), 22 Apr 2022
Prize
Activities
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Duality and embeddings for Barron spaces
Heeringa, T. (Speaker), Spek, L. (Contributor), Schwenninger, F. L. (Contributor) & Brune, C. (Contributor)
14 Jun 2024Activity: Talk or presentation › Oral presentation
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SEARCH – searching for the perfect one!
Dummer, S. (Speaker), Wang, S. (Speaker), Bugakova, D. (Speaker), Strisciuglio, N. (Speaker), Brune, C. (Contributor), Segerink, L. I. (Contributor) & Loessberg-Zahl, J. T. (Contributor)
21 Sept 2023Activity: Talk or presentation › Oral presentation
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Estimating Parameters in ODEs with Neural Networks
Kalia, M. (Speaker) & Brune, C. (Contributor)
25 Jun 2020Activity: Talk or presentation › Invited talk
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George Papanikos
Brune, C. (Host)
29 Jul 2018 → 1 Oct 2018Activity: Hosting a visitor › Hosting an academic visitor
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IFIP TC 7 Conference on System Modelling and Optimization 2018
Schlottbom, M. (Discussion leader) & Brune, C. (Discussion leader)
2018Activity: Participating in or organising an event › Organising a conference, workshop, ...