Essays about: "Numba"

Found 2 essays containing the word Numba.

  1. 1. Performance Optimization of Ice Sheet Simulation Models : Examining ways to speed up simulations, enabling for upscaling with more data

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Fredrika Brink; [2023]
    Keywords : performance optimization; Python libraries; ice sheet simulations; Numba; Joblib; upscaling; parallelization;

    Abstract : This study aims to examine how simulation models can be performance optimized in Python. Optimized in the sense of executing faster and enabling upscaling with more data. To meet this aim, two models simulating the Greenland ice sheet are studied. The simulation of ice sheets is an important part of glaciology and climate change research. READ MORE

  3. 2. Maximum Likelihood Estimation of Hyperon Parameters in Python : Facilitating Novel Studies of Fundamental Symmetries with Modern Software Tools

    University essay from Uppsala universitet/Institutionen för materialvetenskap

    Author : Benjamin Verbeek; [2021]
    Keywords : CP-symmetry; maximum log-likelihood; python; estimation; BESIII; PANDA; hyperon; numba;

    Abstract : In this project, an algorithm has been implemented in Python to estimate the parameters describing the production and decay of a spin 1/2 baryon - antibaryon pair. This decay can give clues about a fundamental asymmetry between matter and antimatter. READ MORE