Kuldeep Pande and P.T.Karule 2026. Deep Learning-Augmented Design of Floating-Point Arithmetic Units for High-Performance Nonlinear Computations. International Journal of Computer Information Systems and Industrial Management Applications. 18, 19s (Aug. 2026), 260–282. DOI:https://doi.org/10.70917/ijcisim-2026-5018.