Publications

  1. T. Lovick, D. Yallup & W. Handley (2026).
    Automatic Laplace Collapsed Sampling: Scalable Marginalisation of Latent Parameters via Automatic Differentiation.
    arXiv:2603.26644

  2. T. Lovick, D. Yallup, D. Piras, A. Spurio Mancini & W. Handley (2025).
    High-Dimensional Bayesian Model Comparison in Cosmology with GPU-accelerated Nested Sampling and Neural Emulators.
    In review, Open Journal of Astrophysics. arXiv:2509.13307

  3. T. Lovick, S. Dhawan, W. Handley et al. (2024).
    Non-Gaussian Likelihoods for Type Ia Supernovae.
    Monthly Notices of the Royal Astronomical Society. arXiv:2312.02075