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researcher

Alexander Van Craen

3 papers hereh-index 00 citations0 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedPLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine

10 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

cs.DC2026

PortLBM: A Portable Lattice Boltzmann Tool Leveraging SYCL on AMD, NVIDIA, and Intel GPUs

Alexander Strack, Marcel Graf, Alexander Van Craen +1

The lattice Boltzmann method (LBM) is a well-established approach for simulating fluid flows at the mesoscopic scale. With the stagnation of Moore's law, high-performance computing…

cs.DC2026

From Fork-Join to Asynchronous Tasks: Parallelizing Tiled Cholesky Decomposition with OpenMP and HPX

Alexander Strack, Alexander Van Craen, Dirk Pflüger

Fork-join parallelism, popularized by OpenMP, remains the dominant model for shared-memory parallel programming, but its implicit synchronization barriers can penalize algorithms w…

cs.LG2022★ 10 cited

PLSSVM: A (multi-)GPGPU-accelerated Least Squares Support Vector Machine

Alexander Van Craen, Marcel Breyer, Dirk Pflüger

Machine learning algorithms must be able to efficiently cope with massive data sets. Therefore, they have to scale well on any modern system and be able to exploit the computing po…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.