Approximations with deep neural networks in Sobolev time-space. - Ahmed Abdeljawad; Philipp Grohs (CoRR, 2021)

Deep Neural Network Approximation For Hölder Functions. - Ahmed Abdeljawad (CoRR, 2022)

Integral representations of shallow neural network with rectified power unit activation function. - Ahmed Abdeljawad; Philipp Grohs (Neural Networks, 2022)

Space-Time Approximation with Shallow Neural Networks in Fourier Lebesgue spaces. - Ahmed Abdeljawad; Thomas Dittrich (CoRR, 2023)

Sampling Complexity of Deep Approximation Spaces. - Ahmed Abdeljawad; Philipp Grohs (CoRR, 2023)

Weighted Sobolev Approximation Rates for Neural Networks on Unbounded Domains. - Ahmed Abdeljawad; Thomas Dittrich (CoRR, 2024)

Uniform approximation with quadratic neural networks. - Ahmed Abdeljawad (Neural Networks, 2025)

Approximation Rates in Fréchet Metrics: Barron Spaces, Paley-Wiener Spaces, and Fourier Multipliers. - Ahmed Abdeljawad; Thomas Dittrich (CoRR, 2025)