Publications

Publications (incl. preprints) in reverse chronological order. Additional bibliographic data can be found on Google Scholar, preprint versions of most of the articles are available on arXiv.

2025

  1. ICLR-MLMP
    Hard-constraining Neumann boundary conditions in physics-informed neural networks via Fourier feature embeddings
    Christopher StraubPhilipp BrendelVlad Medvedev, and Andreas Rosskopf
    In ICLR 2025 Workshop on Machine Learning Multiscale Processes , 2025
  2. JIII
    Geometric Deep Learning as an Enabler for Data Consistency and Interoperability in Manufacturing
    J. Ind. Inf. Integr., 2025

2024

  1. arXiv
    Quantitative phase mixing for Hamiltonians with trapping
    Mahir HadžićGerhard ReinMatthew Schrecker, and Christopher Straub
    arXiv:2405.17153, 2024
  2. PhysD
    Numerical experiments on stationary, oscillating, and damped spherical galaxy models
    Christopher Straub
    Phys. D: Nonlinear Phenom., 2024
  3. CQG
    EVStabilityNet: predicting the stability of star clusters in general relativity
    Christopher Straub, and Sebastian Wolfschmidt
    Classical Quantum Gravity, 2024
  4. PhD
    doctoral.jpg
    Pulsating Galaxies
    Christopher Straub
    Doctoral thesis , 2024

2023

  1. arXiv
    Damping versus oscillations for a gravitational Vlasov-Poisson system
    Mahir HadžićGerhard ReinMatthew Schrecker, and Christopher Straub
    arXiv:2301.07662, 2023

2022

  1. arXiv
    A Birman-Schwinger principle in General Relativity: Linearly stable shells of collisionless matter surrounding a black hole
    Sebastian GüntherGerhard Rein, and Christopher Straub
    arXiv:2204.10620, 2022
  2. ARMA
    On the Existence of Linearly Oscillating Galaxies
    Mahir HadžićGerhard Rein, and Christopher Straub
    Arch. Ration. Mech. Anal., 2022

2021

  1. ApJ
    Collisionless Equilibria in General Relativity: Stable Configurations beyond the First Binding Energy Maximum
    Sebastian GüntherChristopher Straub, and Gerhard Rein
    Astrophys. J., 2021
  2. CQG
    A numerical stability analysis for the Einstein–Vlasov system
    Classical Quantum Gravity. Videos of some of the simulations can be found here. , 2021

2020

  1. KRM
    On the transport operators arising from linearizing the Vlasov-Poisson or Einstein-Vlasov system about isotropic steady states
    Gerhard Rein, and Christopher Straub
    Kinet. Relat. Models, 2020

2019

  1. MSc
    Stability of the King model – a coercivity-based approach
    Christopher Straub
    Master’s thesis , 2019