Projects

A collection of my projects and courseworks from throughout my BSc and MPhil.

2025

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    Unveiling the Milky Way’s Formation History: Resolving Chemo-Dynamical Substructures in APOGEE and GALAH
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Jun 2025
    HTML PDF Supp Code Slides
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    Listening to Ripples in Space-Time: Cosmological Inference from Standard Sirens
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Jun 2025
    PDF Code Slides
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    Low-Rank Adaptation of LLMs for Modeling Coupled Dynamical Systems
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Apr 2025
    PDF Code
  4. antikythera.jpg
    Reverse Engineering the Antikythera Calendar: A Bayesian Perspective
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Apr 2025
    PDF Code
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    Mapping the Galactic Halo: Automated Detection of Substructure in Gaia DR3
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Apr 2025
    PDF Code Slides

2024

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    Automatic Differentiation with Dual Numbers: The dual_autodiff Package
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Dec 2024
    HTML PDF Code
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    Signal Recovery in the Presence of Background: Multi-dimensional Likelihood vs. sWeight Reconstruction
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Dec 2024
    PDF Code
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    Learning to Add: A Comparative Study of Machine Learning Methods on Paired MNIST Digits
    Jacob Tutt
    MPhil Data Intensive Science, University of Cambridge, Dec 2024
    PDF Code
  4. legrange.jpeg
    Determining the Sun’s Gravitational Effects on the Stability of the Earth-Moon Lagrange Points
    Jacob Tutt
    BSc Physics, Durham University, Mar 2024
    PDF Poster
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    Determining Future Trajectories of Near-Earth Asteroids From Short Observation Arcs
    Jacob Tutt
    BSc Physics, Durham University, Jan 2024
    PDF