Ahmed Abdeljawad
, PhDResearch Scientist
Mathematical Data Science
Contact
Email: Ahmed.Abdeljawad(at)oeaw.ac.at
Telephone: +43 732 2468-5277
Publications
Journal Publication (6)
- Abdeljawad, Ahmed; Grohs, Philipp (2024) Sampling Complexity of Deep Approximation Spaces. Analysis and Applications, Bd. 23 (01), S. 1-30.
- Abdeljawad, Ahmed; Grohs, Philipp (2022) Integral representations of shallow neural network with rectified power unit activation function. Neural Netw., Bd. 155, S. 536-550.
- Abdeljawad, Ahmed; Grohs, Philipp (2022) Approximations with deep neural networks in Sobolev time-space. Anal. Appl., Bd. 20 (03), S. 499-541.
- Abdeljawad, Ahmed; Coriasco, Sandro; Teofanov, Nenad (2020) Bilinear Pseudo-differential Operators with Gevrey-Hormander Symbols. Mediterr. J. Math., Bd. 17 (4), S. ARTN 120.
- Abdeljawad, Ahmed; Fernandez, Carmen; Galbis, Antonio; Toft, Joachim; Uster, Ruya (2020) Characterizations of a class of Pilipovic spaces by powers of harmonic oscillator. Rev. Real Acad. Cienc. Exactas Fis. Nat. Ser. A-Mat., Bd. 114 (3), S. ARTN 131.
- Abdeljawad, Ahmed; Ascanelli, Alessia; Coriasco, Sandro (2020) Deterministic and stochastic Cauchy problems for a class of weakly hyperbolic operators on R-n. Mon.heft. Math.
Research Report (3)
- Abdeljawad, Ahmed; Dittrich, Thomas (2024) Approximation Rates in Fréchet Metrics: Barron Spaces, Paley-Wiener Spaces, and Fourier Multipliers.
- Abdeljawad, Ahmed; Dittrich, Thomas (2024) Weighted Sobolev Approximation Rates for Neural Networks on Unbounded Domains.
- Abdeljawad, Ahmed; Dittrich, Thomas (2023) Space-Time Approximation with Shallow Neural Networks in Fourier Lebesgue spaces. Bericht-Nr. arXiv:2312.08461; arXiv:.