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mwyau/README.md

Albert M. W. Yau

Scientist-turned-engineer working across software engineering, data infrastructure, high-performance computing, and scientific computing, with a background in climate science, physical oceanography, and theoretical physics.

Contributor to open-source scientific computing libraries, including SciPy and ducc0.

Selected projects

  • ✍️ Write Like a Scientist β€” a reusable skill for clearer scientific and research-software writing
  • πŸŒ€ PyStormTracker β€” high-performance cyclone tracking and atmospheric data analysis in Python
  • 🌐 spharmgrid β€” spherical harmonic tools for atmospheric science with Xarray
  • ⏱️ sht_bench β€” benchmarks for spherical harmonic transforms across Python backends and architectures
  • 🌊 Wave Motions in the Ocean: Myrl's View β€” digital edition of graduate-level physical oceanography lecture notes
  • πŸ’§ Hydrodynamic Stability β€” undergraduate research on fluid instability and transition to turbulence
  • πŸ–₯️ XDDD.org β€” Linux web hosting and infrastructure, founded in 2002

Pinned Loading

  1. PyStormTracker PyStormTracker Public

    A High-Performance Cyclone Tracker in Python

    Python 21 6

  2. spharmgrid spharmgrid Public

    Spherical harmonic tools for atmospheric science with Xarray, PyTorch, and JAX, including scalar and vector filtering, regridding, differential operators, and kinematics

    Python 1

  3. write-like-a-scientist write-like-a-scientist Public

    Make agents write more like a scientist, not an AI assistant

    1

  4. scipy/scipy scipy/scipy Public

    SciPy library main repository

    Python 15.1k 6k

  5. mreineck/ducc mreineck/ducc Public

    Fork of https://gitlab.mpcdf.mpg.de/mtr/ducc to simplify external contributions

    C++ 34 18

  6. NVIDIA/torch-harmonics NVIDIA/torch-harmonics Public

    Differentiable signal processing on the sphere for PyTorch

    Jupyter Notebook 709 74