This image shows Alexander Van Craen

Alexander Van Craen

M.Sc.

Researcher
IPVS
Scientific Computing

Contact

Universitätsstraße 38
70569 Stuttgart
Germany
Room: 2.041

Office Hours

on appointment

  1. Pollinger, T., Van Craen, A., Niethammer, C., Breyer, M., Pflüger, D.: Leveraging the Compute Power of Two HPC Systems for Higher-Dimensional Grid-Based Simulations with the Widely-Distributed Sparse Grid Combination Technique. Presented at the November 12 (2023). https://doi.org/10.1145/3581784.3607036.
  2. Breyer, M., Van Craen, A., Pflüger, D.: Performance Evolution of Different SYCL Implementations Based on the Parallel Least Squares Support Vector Machine Library. In: Proceedings of the 2023 International Workshop on OpenCL. Association for Computing Machinery, Cambridge, United Kingdom (2023). https://doi.org/10.1145/3585341.3585369.
  3. Van Craen, A., Breyer, M., Pflüger, D.: PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). 818–827 (2022). https://doi.org/10.1109/IPDPSW55747.2022.00138.
  4. Van Craen, A., Breyer, M., Pflüger, D.: PLSSVM—Parallel Least Squares Support Vector Machine. Software Impacts. 14, 100343 (2022). https://doi.org/10.1016/j.simpa.2022.100343.
  5. Van Craen, A., Breyer, M., Pflüger, D.: PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine. In: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). pp. 818–827 (2022). https://doi.org/10.1109/IPDPSW55747.2022.00138.
  6. Breyer, M., Van Craen, A., Pflüger, D.: A Comparison of SYCL, OpenCL, CUDA, and OpenMP for Massively Parallel Support Vector Machine Classification on Multi-Vendor Hardware. In: International Workshop on OpenCL. pp. 1–12. Association for Computing Machinery, Bristol, United Kingdom, United Kingdom (2022). https://doi.org/10.1145/3529538.3529980.
  7. Van Craen, A.: PISM Performance Profiling - Analyse einer Eisschild Simulation, http://elib.uni-stuttgart.de/handle/11682/11604, (2020). https://doi.org/10.18419/OPUS-11587.
  8. Van Craen, A.: GPU-beschleunigte Support-Vector Machines, http://elib.uni-stuttgart.de/handle/11682/10165, (2018). https://doi.org/10.18419/OPUS-10148.
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