Software

BUQEYE Guides and Cheatsheets


Python packages


Jupyter notebooks

  • GPDiff as well as notebooks and data to generate all results and figures in "A Gaussian Process framework for constraining the nuclear equation of state from microscopic calculations with correlated uncertainties" by Lee, Kim, Zhao, and Drischler, arXiv:2608.09678 will be made available here.
  • Notebooks and data to generate all results and figures in "Many-body perturbation theory for the nuclear equation of state up to fifth order" by Drischler, McElvain, and Arthuis arXiv:2603.24532.
  • Notebooks and data to generate all results and figures in "Active learning emulators for nuclear two-body scattering in momentum space" by Giri, Kim, Drischler, Elster, and Furnstahl arXiv:2512.17842. The JAX implementation can be found here.
  • Notebooks and codes to generate results and figures in "Non-Hermitian Quantum Mechanics Approach for Extracting and Emulating Continuum Physics Based on Bound-State-Like Calculations" by Xilin Zhang arXiv:2408.03309 and "Non-Hermitian quantum mechanics approach for extracting and emulating continuum physics based on bound-state-like calculations: Detailed description" by Xilin Zhang arXiv:2411.06712.
  • Notebooks and data to generate all results and figures in "Greedy Emulators for Nuclear Two-Body Scattering" by Maldonado, Drischler, Furnstahl, and Mlinarić arXiv:2504.06092. See also the companion repository, which creates the illustration in Figure 1 and more.
  • Notebooks and data to generate all results and figures in "Assessing Correlated Truncation Errors in Modern Nucleon-Nucleon Potentials" by Millican, Furnstahl, Melendez, Phillips, and Pratola, arXiv:2402.13165.
  • Notebooks and data to generate all results and figures in "Wave function-based emulation for nucleon-nucleon scattering in momentum space" by Garcia, Drischler, Furnstahl, Melendez, and Zhang, arXiv:2301.05093.
  • Notebooks and data to reproduce and extend the figures in "Fast & rigorous constraints on chiral three-nucleon forces from few-body observables" by Wesolowski, Svensson, Ekström, Forssén, Furnstahl, Melendez, and Phillips, arXiv:2104.04441.
  • Notebooks and associated codes to reproduce and extend the figures in "Efficient emulators for scattering using eigenvector continuation" by Furnstahl, Garcia, Millican, and Zhang, arXiv:2007.03635.
  • Notebooks and data to reproduce (and extend!) all of the plots in "How well do we know the neutron-matter equation of state at the densities inside neutron stars? A Bayesian approach with correlated uncertainties" by Drischler et al., arXiv:2004.07232 and "Quantifying uncertainties and correlations in the nuclear-matter equation of state" by Drischler et al., arXiv:2004.07805.
  • Notebook and data to reproduce the "Constraints on the Sv–L correlation" plot from "How well do we know the neutron-matter equation of state at the densities inside neutron stars? A Bayesian approach with correlated uncertainties" by Drischler et al., arXiv:2004.07232.
  • Notebooks and data to reproduce (and extend!) all of the plots in "Designing Optimal Experiments: An Application to Proton Compton Scattering" by Melendez et al., arXiv:2004.11307.
  • Correlated truncation errors in effective field theory: The code behind the manuscript. This notebook provides the code to reproduce all of the plots in Melendez et al. (2019), arXiv:1904.10581 [Phys. Rev. C 100, 044001 (2019)].