Randomized Symplectic Model Order Reduction for Hamiltonian Systems. In Ivan Lirkov, and Svetozar Margenov (Eds.), Large-Scale Scientific Computations, 99--107, Springer Nature Switzerland, Cham, 2024. [PUMA: EXC2075 PN3 PN3A-8 PN5 PN5-7 PN6 PN6-1(II) misc]
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 114--123, 2021. [PUMA: EXC2075 PN6 PN6-5 PN6-5(II) selected]
Learning Free-Surface Flow with Physics-Informed Neural Networks. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 1664-1669, 2021. [PUMA: EXC2075 PN6 PN6-2 selected]
Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy. 2022 IEEE Spoken Language Technology Workshop (SLT), 912--919, 2023. [PUMA: EXC2075 PN6 PN6-5 PN6-5(II) misc]
A Deep Learning Approach for Thermal Plume Prediction of Groundwater Heat Pumps. 2022. [PUMA: EXC2075 PN6 PN6-2 misc]
Deep learning based surrogate modeling for thermal plume prediction of groundwater heat pumps. 2023. [PUMA: EXC2075 PN6 PN6-2 misc]
Error Analysis of Randomized Symplectic Model Order Reduction for Hamiltonian systems. 2024. [PUMA: EXC2075 PN3 PN3A-8 PN5 PN5-7 PN6 PN6-1(II) misc] URL
Evaluation of SYCL’s Different Data Parallel Kernels. Proceedings of the 12th International Workshop on OpenCL and SYCL, 1-4, Association for Computing Machinery, New York, NY, USA, April 2024. [PUMA: EXC2075 PN6 PN6-2(II) misc] URL
Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials. npj Comput. Mater., (10):83, 2024. [PUMA: EXC2075 PN6 PN6A-1 selected] URL
Near-optimal solutions of constrained learning problems. International Conference on Learning Representations~(ICLR), 2024. [PUMA: EXC2075 PN6 PN6-13 selected]
Local Prediction Models for Spatiotemporal Volume Visualization. IEEE Transactions on Visualization and Computer Graphics, 2019. [PUMA: EXC2075 PN6 PN6-6 selected unclear] URL
2019 IEEE Scientific Visualization Contest Winner: Visual Analysis of Structure Formation in Cosmic Evolution. IEEE Computer Graphics and Applications, (41)6:101-110, 2021. [PUMA: EXC2075 PN6 PN6-6 selected] URL
S4: Self-Supervised learning of Spatiotemporal Similarity. IEEE Transactions on Visualization and Computer Graphics, 2021. [PUMA: EXC2075 PN6 PN6-6 slected]
Evaluation and Selection of Autoencoders for Expressive Dimensionality Reduction of Spatial Ensembles. International Symposium on Visual Computing, 222--234, 2021. [PUMA: EXC2075 PN6 PN6-6 misc unclear]
Hybrid image processing approach for autonomous crack area detection and tracking using local digital image correlation results applied to single-fiber interfacial debonding. Engineering Fracture Mechanics, (216):106485, Elsevier Science, 2019. [PUMA: EXC2075 PN6 PN6-6 selected]
Visual analysis of droplet dynamics in large-scale multiphase spray simulations. Journal of Visualization, (24)5:943--961, May 4, 2021. [PUMA: EXC2075 PN6 PN6-6 selected] URL
VisME software v1.2. Zenodo, 2019. [PUMA: EXC2075 PN6 PN6-4 selected] URL
Visualization-based improvement of neural machine translation. Computers & Graphics, (103):45-60, 2022. [PUMA: EXC2075 PN6 PN6-4 selected] URL
VSA4VQA: Scaling A Vector Symbolic Architecture To Visual Question Answering on Natural Images. Proc. 46th Annual Meeting of the Cognitive Science Society (CogSci), 2024. [PUMA: EXC2075 PN6 PN6-11 selected]
Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System. 2020. [PUMA: EXC2075 PN6 darus]