Please cite this material in publications as: Kostyrka, Andreï V. (2025). pnd: Parallel Numerical Derivatives, Gradients, Jacobians, and Hessians of Arbitrary Accuracy Order. R package version 0.0.9. https://github.com/Fifis/pnd A BibTeX entry for LaTeX users is @Manual{, title = {pnd: Parallel Numerical Derivatives, Gradients, Jacobians, and Hessians of Arbitrary Accuracy Order}, author = {Andreï Victorovitch Kostyrka}, year = {2025}, note = {R package version 0.0.9}, organization = {University of Luxembourg}, url = {https://github.com/Fifis/pnd}, } Kostyrka, Andreï V. (2025). Fast and accurate parallel numerical derivatives in R. Vignette for the R package pnd 0.0.9. A BibTeX entry for LaTeX users is @Misc{, title = {Fast and accurate parallel numerical derivatives in R}, author = {Andreï Victorovitch Kostyrka}, year = {2025}, organization = {University of Luxembourg}, note = {Vignette for the R package pnd 0.0.9.}, url = {https://github.com/Fifis/pnd/tree/main/vignettes}, } Kostyrka, Andreï V. (2025). Step-size-selection algorithm benchmark. Vignette for the R package pnd 0.0.9. A BibTeX entry for LaTeX users is @Misc{, title = {Step-size-selection algorithm benchmark}, author = {Andreï Victorovitch Kostyrka}, year = {2025}, organization = {University of Luxembourg}, note = {Vignette for the R package pnd 0.0.9.}, url = {https://github.com/Fifis/pnd/tree/main/vignettes}, } Kostyrka, Andreï V. (2025). Compatilibility of pnd with the syntax of numDeriv. Vignette for the R package pnd 0.0.9. A BibTeX entry for LaTeX users is @Misc{, title = {Compatilibility of pnd with the syntax of numDeriv}, author = {Andreï Victorovitch Kostyrka}, year = {2025}, organization = {University of Luxembourg}, note = {Vignette for the R package pnd 0.0.9.}, url = {https://github.com/Fifis/pnd/tree/main/vignettes}, }