milankl/ClimateModels16bit

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Created almost 5 years ago
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milankl/ClimateModels16bit

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ShallowWaters.jl

A type-flexible shallow water model that can run with 16-bit arithmetic.

SoftPosit.jl

A posit arithmetic emulator.

swm

Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin and O'Brian-like biharmonic diffusion operator. 4th order Runge-Kutta for time integration.

SpeedyWeather.jl

The little sister of a big weather forecast model

Sherlogs.jl

A number format that inspects your code by logging the arithmetic results.

StochasticRounding.jl

Up or down? Maybe both?

prob_meteogram

An intuitive probabilistic meteogram based on ensemble forecasts

BitInformation.jl

Information between bits and bytes.

ZfpCompression.jl

Julia bindings for the data compression library zfp

FlyingClimate

What goes up must come down again.

Jupyter Notebook

swmone

An MPI-parallelised non-linear shallow water model in 1D.

Sonums.jl

The Self-Organizing NUMbers. A number format that learns from data.

LogFixPoint16s.jl

A 16bit logarithmic fixed-point number format

Lorenz96.jl

A type-flexible Lorenz 1996 model.

AthleticsChampionshipsHeat

Heat indices during some World and European championships in athletics

Jupyter Notebook

moonmap

Maps of Moon and Mars topography, visualized intuitively with perceptually linear colormaps

phdthesis

Finally a document called thesis

Lorenz63.jl

A type-flexible Lorenz 1963 system simulator.

Jenks.jl

Jenks Natural Breaks Optimization - a 1D classification method to minimise in-class variance or L1 rounding error.

LinLogQuantization.jl

Linear and logarithmic quantization for Julia arrays

coolFFT.jl

A pure-Julia type-flexible implementation of the Cooley-Tukey FFT algorithm

lorenz_posit

Floats vs Posits vs Integers in Lorenz 63. Decimal accuracy, Fractal dimension, Rounding errors in predictions.

misc

Miscellaneous scripts. This is more a memo repository than anything structured.

FastFloat16s.jl

Faster Float16 stored as Float32

fem

Simple Finite-Element model for educational purposes. Uses the Uzawa-algorithm with bubble-nodes to solve the steady but non-linear Navier-Stokes equations in a simple 2D domain.