Active learning emulators for nuclear two-body scattering in momentum space

The STREAMLINE members at Ohio U and OSU have developed an active-learning approach to snapshot selection that enables the construction of fast & accurate emulators for two-body scattering in momentum space.

This repository accompanies our pre-print arXiv:2512.17842. The JAX implementation is available in another repository.

We are working to polish both repositories. To be finished soon.

Cite this work

Please use the following BibTeX entry to cite our work:

@article{Giri:2025pkw,
    author = "Giri, A. and Kim, J. and Drischler, C. and Elster, Ch. and Furnstahl, R. J.",
    title = "{Active learning emulators for nuclear two-body scattering in momentum space}",
    eprint = "2512.17842",
    archivePrefix = "arXiv",
    primaryClass = "nucl-th",
    month = "12",
    year = "2025"
}

Contact details

Abhinav Giri (ag086822@ohio.edu)
Department of Physics and Astronomy
Ohio University
Athens, OH 45701, USA

Christian Drischler (drischler@ohio.edu)
Department of Physics and Astronomy
Ohio University
Athens, OH 45701, USA