Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation
Rygiel, P., Alblas, D., Brune, C., Yeung, K. K. & Wolterink, J. M., 22 Mar 2024, ArXiv.org, 11 p.Research output: Working paper › Preprint › Academic
Open AccessFile13 Downloads (Pure) -
Mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wall
Suk, J., de Haan, P., Lippe, P., Brune, C. & Wolterink, J. M., May 2024, In: Computers in biology and medicine. 173, 12 p., 108328.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile21 Downloads (Pure) -
Rda-Inr: Riemannian Diffeomorphic Autoencoding Via Implicit Neural Representations
Dummer, S., Strisciuglio, N. & Brune, C., 28 May 2024.Research output: Contribution to conference › Poster › Academic
Open AccessFile7 Downloads (Pure) -
Resolution-Invariant Medical Image Segmentation Using Fourier Neural Operators
Liu, L., Veldhuis, R. & Brune, C., 24 Jul 2024, Medical Image Understanding and Analysis - 28th Annual Conference, MIUA 2024, Proceedings. Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R. (eds.). Springer, p. 127-142 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14860 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Sparsifying dimensionality reduction of PDE solution data with Bregman learning
Heeringa, T. J., Brune, C. & Guo, M., 18 Jun 2024, ArXiv.org, 27 p.Research output: Working paper › Preprint › Academic
Open AccessFile14 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
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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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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IFIP TC 7 Conference on System Modelling and Optimization 2018
Brune, C. (Participant) & Schlottbom, M. (Participant)
23 Jul 2018Activity: Participating in or organising an event › Organising a conference, workshop, ...
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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, ...
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Mathematical Imaging and Inverse Problems for Analyzing Tumor Cells
Zeune, L. L. (Speaker), Brune, C. (Speaker), van Dalum, G. (Speaker) & Terstappen, L. W. M. M. (Speaker)
23 Apr 2015Activity: Talk or presentation › Invited talk