Research output per year
Research output per year
Fingerprint
Dive into the research topics where A. Heinlein is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
Algebraic construction of adaptive coarse spaces for two-level schwarz preconditioners
Heinlein, A. & Smetana, K., 2025, In: SIAM Journal on Scientific Computing. 47, 2, p. A1170-A1197 28 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs
Verburg, C., Heinlein, A. & Cyr, E. C., 2025, In: IEEE Access. 13, p. 66967 - 66983 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks
Grimm, V., Heinlein, A. & Klawonn, A., 2025, In: Journal of Computational Physics. 535, 25 p., 114027.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Overlapping Schwarz preconditioners for randomized neural networks with domain decomposition
Shang, Y., Heinlein, A., Mishra, S. & Wang, F., 2025, In: Computer Methods in Applied Mechanics and Engineering. 442, 118011.Research output: Contribution to journal › Article › Scientific › peer-review
-
Towards Model Discovery Using Domain Decomposition and PINNs
Saha, T. S., Heinlein, A. & Reisch, C., 2025, In: IFAC-PapersOnline. 59, 1, p. 37-42 6 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile
Datasets
-
Code supporting the paper: DeepONet models for predicting post-burn contraction
Egberts, G. (Creator), Heinlein, A. (Creator), Husanović, S. (Creator) & Vermolen, F. J. (Creator), TU Delft - 4TU.ResearchData, 30 Oct 2024
DOI: 10.4121/69D1AEFC-A01D-4280-8B32-5C8420D9A2A3
Dataset/Software: Dataset