Publications

Journal Article

Verification and validation for trustworthy scientific machine learning

authors

J. D. Jakeman, L. A. Barba, J. R. R. A. Martins, and T. O’Leary-Roseberry

journal

Machine Learning: Science and Technology, 7(2), 2026

doi

10.1088/2632-2153/ae59ec

PDF 
@article{Jakeman2026,
  author = {Jakeman, John D. and Barba, Lorena A. and Martins, Joaquim R. R. A. and {O'Leary-Roseberry}, Thomas},
  title = {Verification and validation for trustworthy scientific machine learning},
  doi = {10.1088/2632-2153/ae59ec},
  journal = {Machine Learning: Science and Technology},
  number = {2},
  volume = {7},
  year = {2026}
}
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