Numerical Analysis and Scientific Computing

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2025
Mark Bayesian learning with Gaussian processes for low-dimensional representations of time-dependent nonlinear systems
McQuarrie, Shane A. ; Chaudhuri, Anirban ; Willcox, Karen E. and Guo, Mengwu ^LU (2025) In Physica D: Nonlinear Phenomena 475.
- Contribution to journal › Article
Mark Sparsifying dimensionality reduction of PDE solution data with Bregman learning
Heeringa, Tjeerd Jan ; Brune, Christoph and Guo, Mengwu ^LU (2025) In SIAM Journal on Scientific Computing 47(5). p.1033-1058
- Contribution to journal › Article
Mark Convergence properties of iteratively coupled surface-subsurface models
Schüller, Valentina ^LU ; Birken, Philipp ^LU and Dedner, Andreas (2025) In GEM - International Journal on Geomathematics 16(1).
- Contribution to journal › Article
Mark Quantifying Coupling Errors in Atmosphere-Ocean-Sea Ice Models : A Study of Iterative and Non-Iterative Approaches in the EC-Earth AOSCM
Schüller, Valentina ^LU ; Lemarié, Florian ; Birken, Philipp ^LU and Blayo, Eric (2025)
- Working paper/Preprint › Preprint in preprint archive
Mark Predicting intra-field yield variations for winter wheat using remote sensing and Graph Attention Networks
Åström, Oskar ^LU ; Månsson, Simon ; Lazar, Isac ; Nilsson, Magnus ; Ekelöf, Joakim ; Oxenstierna, Andreas and Sopasakis, Alexandros ^LU (2025) In Computers and Electronics in Agriculture 237.
- Contribution to journal › Article
Mark Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity
Liu, Donglin ^LU and Sopasakis, Alexandros ^LU (2025) In Chaos (Woodbury, N.Y.) 35(3).
- Contribution to journal › Article
Mark Towards Scientific Machine Learning for Granular Material Simulations : Challenges and Opportunities
Fransen, Marc ; Fürst, Andreas ; Tunuguntla, Deepak ; Wilke, Daniel N. ; Alkin, Benedikt ; Barreto, Daniel ; Brandstetter, Johannes ; Cabrera, Miguel Angel ; Fan, Xinyan and Guo, Mengwu ^LU , et al. (2025) In Archives of Computational Methods in Engineering 2025.
- Contribution to journal › Scientific review
Mark 4D-ONIX for reconstructing 3D movies from sparse X-ray projections via deep learning
Zhang, Yuhe ^LU ; Yao, Zisheng ^LU ; Klöfkorn, Robert ^LU ; Ritschel, Tobias and Villanueva-Perez, Pablo ^LU (2025) In Communications Engineering 4(1).
- Contribution to journal › Article
Mark Stable across regimes : A mixed DG method for Darcy–Brinkman–Stokes type flows
Terschanski, Benjamin ; Klöfkorn, Robert ^LU ; Dedner, Andreas and Kowalski, Julia (2025) In Computer Methods in Applied Mechanics and Engineering 442.
- Contribution to journal › Article
Mark Waveform Relaxation for Coupled Environmental Problems
Schüller, Valentina ^LU (2025)
- Book/Report › Report

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