Vectorized, Python Array API Standard Compatible Functions for Quadrature, Series Summation, Differentiation, Optimization, and Root Finding in SciPy

Starlark Python Meson Submitted 08 January 2025Published 19 March 2026
Review

Editor: @drvinceknight (all papers)
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Authors

Matt Haberland (0000-0003-4806-3601), Albert Steppi (0000-0001-5871-6245), Pamphile Roy (0000-0001-9816-1416), Jake Bowhay (0009-0002-9559-4114)

Citation

Haberland et al., (2026). Vectorized, Python Array API Standard Compatible Functions for Quadrature, Series Summation, Differentiation, Optimization, and Root Finding in SciPy. Journal of Open Source Software, 11(119), 8027, https://doi.org/10.21105/joss.08027

@article{Haberland2026, doi = {10.21105/joss.08027}, url = {https://doi.org/10.21105/joss.08027}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {119}, pages = {8027}, author = {Haberland, Matt and Steppi, Albert and Roy, Pamphile and Bowhay, Jake}, title = {Vectorized, Python Array API Standard Compatible Functions for Quadrature, Series Summation, Differentiation, Optimization, and Root Finding in SciPy}, journal = {Journal of Open Source Software} }
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SciPy integration differentiation optimization root finding

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