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Talks, theses & papers on PySDM

piotrbartman edited this page Jun 22, 2021 · 15 revisions

E-prints:

  • Bartman et al. 2021 (arXiv)
    "PySDM v1: particle-based cloud modelling package for warm-rain microphysics and aqueous chemistry"
    [pdf] [www]
  • Bartman & Arabas 2021 (arXiv)
    "On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with PySDM"
    [pdf] [www]

Talks:

  • Piotr Bartman & Sylwester Arabas 2021 (Jun 17, virtual, International Conference on Computational Science)
    "On the design of Monte-Carlo particle coagulation solver interface: a CPU/GPU Super-Droplet Method case study with PySDM"
    [pdf]
  • Sylwester Arabas 2021 (Jun 10, Computational Mathematics Seminar, UJ)
    "Overview of PySDM and PyMPDATA: two new packages for numerically solving coagulation and transport problems in cloud physics and beyond"
    [pdf]
  • Piotr Bartman & Sylwester Arabas 2021 (Mar. 22, virtual, Software Engineering Assembly, Improving Scientific Software, UCAR)
    "Bridging Pythonicity with performance: Monte-Carlo on GPU case study using ThrustRTC and CURandRTC"
    [pdf] [youtube]
  • Piotr Bartman 2020 (Oct. 30, virtual, Atmospheric Physics Seminar, University of Warsaw)
    "PySDM: Pythonic particle-based cloud microphysics package"
    [pdf] [www]
  • Piotr Bartman 2020 (May 4, virtual, EGU General Assembly)
    "PySDM: Pythonic particle-based cloud microphysics package"
    [pdf] [www] [doi]
  • Piotr Bartman 2020 (May 26, 6th ENES HPC Workshop)
    "PySDM: Bridging performance and pythonicity with Numba, Pythran and ThrustRTC"
    [pdf]
  • Sylwester Arabas 2019 (Aug 29, Yonsei University Colloquium, Seoul)
    "Super-droplet simulations with libcloudph++ and PySDM"
    [pdf]
  • Sylwester Arabas 2019 (Aug 23, University of Hyogo, Kobe)
    "PySDM: exploring novel tools from the Python ecosystem for super-droplet simulation studies"
    [pdf] [www]

Theses:

  • Piotr Bartman 2020 (defended Aug. 27, MSc in Computer Science, Jagiellonian University)
    "PySDM v1.0: Pythonic particle-based cloud microphysics package"
    [pdf] [www]
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