أحْمَد رُشْدِي
Ahmad A. Rushdi
Research Scientist
Sr. Research Manager
Institute for Human-Centered AI
Home Publications Talks ProjectsSelected Publications
For a full list, see my Google Scholar page.
Michael Smith, Erin Acquesta, Charles Smutz, Ahmad A. Rushdi, and Blake Moss. Assessing the Fidelity of Explanations with Global Sensitivity Analysis. Proceedings of the 56th Hawaii International Conference on System Sciences, 2023.
Lauren Partin, Gianluca Geraci, Ahmad A. Rushdi, Michael S Eldred, and Daniele E Schiavazzi. Multifidelity data fusion in convolutional encoder/decoder networks. Journal of Computational Physics 472: 111666, 2023.
Yesenia Cevallos, Tadashi Nakano, Luis Tello-Oquendo, Ahmad A. Rushdi, Deysi Inca, Ivone Santillán, Amin Zadeh Shirazi, and Nicolay Samaniego. A brief review on DNA storage, compression, and digitalization. Nano Communication Networks, 31:100391, 2022.
Michael Smith, Erin Acquesta, Ahmad A. Rushdi, Arlo Ames, Alycia Carey, Christopher Cuellar, Richard Field, Trevor Maxfield, Scott Mitchell, Elizabeth Morris, Blake Moss. SAGE intrusion detection system: sensitivity analysis guided explainability for machine learning. Technical Report, Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021.
Ahmad A. Rushdi and Michael L. Parks. Computer Science Research Institute (CSRI) Summer Proceedings 2020. Technical Report, Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020.
Brian Adams, William Bohnhoff, Keith Dalbey, Mohamed Ebeida, John Eddy, Michael Eldred, Russell Hooper, Patricia Hough, Kenneth Hu, John Jakeman, Ahmad A. Rushdi, and others. Dakota, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis: version 6.13 user's manual. Technical Report, Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020.
Mostafa A Rushdi, Ahmad A. Rushdi, Tarek N Dief, Amr M Halawa, Shigeo Yoshida, and Roland Schmehl. Power prediction of airborne wind energy systems using multivariate machine learning. Energies, 13(9):2367, 2020.
Ahmed Abdelkader, Chandrajit L Bajaj, Mohamed S Ebeida, Ahmed H Mahmoud, Scott A Mitchell, John D Owens, and Ahmad A. Rushdi. Vorocrust: Voronoi meshing without clipping. ACM Transactions on Graphics (TOG), 39(3):1–16, 2020.
Scott A Mitchell, Mohamed S Ebeida, Muhammad A Awad, Chonhyon Park, Anjul Patney, Ahmad A. Rushdi, Laura P Swiler, Dinesh Manocha, and Li-Yi Wei. Spoke-darts for high-dimensional blue-noise sampling. ACM Transactions on Graphics (TOG), 37(2):1–20, 2018.
Ahmed Abdelkader, Chandrajit L Bajaj, Mohamed S Ebeida, Ahmed H Mahmoud, Scott A Mitchell, John D Owens, and Ahmad A. Rushdi. Sampling conditions for conforming Voronoi meshing by the Vorocrust algorithm. LIPIcs: Leibniz international proceedings in informatics, 2018.
Ahmed Abdelkader, Chandrajit L Bajaj, Mohamed S Ebeida, Ahmed H Mahmoud, Scott A Mitchell, John D Owens, and Ahmad A. Rushdi. Vorocrust illustrated: theory and challenges (multimedia exposition). In 34th International Symposium on Computational Geometry (SoCG 2018). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, 2018.
Ahmad A. Rushdi, Laura P Swiler, Eric T Phipps, Marta D'Elia, and Mohamed S Ebeida. VPS: Voronoi piecewise surrogate models for high-dimensional data fitting. International Journal for Uncertainty Quantification, 2017.
Yesenia Cevallos, Lorena Molina, Alex Santillán, Floriano De Rango, Ahmad A. Rushdi, and Jesús B Alonso. A digital communication analysis of gene expression of proteins in biological systems: a layered network model view. Cognitive Computation, 9(1):43–67, 2017.
Ahmad A. Rushdi, Scott A Mitchell, Ahmed H Mahmoud, Chandrajit C Bajaj, and Mohamed S Ebeida. All-quad meshing without cleanup. Computer-Aided Design, 85:83–98, 2017.
Ahmed Abdelkader, Ahmed H Mahmoud, Ahmad A. Rushdi, Scott A Mitchell, John D Owens, and Mohamed S Ebeida. A constrained resampling strategy for mesh improvement. In Computer Graphics Forum (CGF), volume 36, 189–201. Wiley Online Library, 2017.
Marta D'Elia, Eric Phipps, Ahmad A. Rushdi, and MS Ebeida. Surrogate-based ensemble grouping strategies for embedded sampling-based uncertainty quantification. In Quantification of Uncertainty: Improving Efficiency and Technology, pages 41–66. Springer, 2020.
Mohamed S Ebeida and Ahmad A. Rushdi. Recursive spoke darts: local hyperplane sampling for delaunay and Voronoi meshing in arbitrary dimensions. Procedia engineering, 163:110–122, 2016.
Muhammad A Awad, Ahmad A. Rushdi, Misarah A Abbas, Scott A Mitchell, Ahmed H Mahmoud, Chandrajit L Bajaj, and Mohamed S Ebeida. All-hex meshing of multiple-region domains without cleanup. Procedia engineering, 163:251–261, 2016.
Mohamed S Ebeida, Scott A Mitchell, Laura P Swiler, Vicente J Romero, and Ahmad A. Rushdi. POF-darts: geometric adaptive sampling for probability of failure. Reliability Engineering & System Safety, 155:64–77, 2016.
Mohamed S Ebeida, Ahmad A. Rushdi, Muhammad A Awad, Ahmed H Mahmoud, Dong-Ming Yan, Shawn A English, John D Owens, Chandrajit L Bajaj, and Scott A Mitchell. Disk density tuning of a maximal random packing. In Computer Graphics Forum, volume 35, 259–269. Wiley Online Library, 2016.
Ahmad A. Rushdi, Scott A Mitchell, Chandrajit L Bajaj, and Mohamed S Ebeida. Robust all-quad meshing of domains with connected regions. Procedia engineering, 124:96–108, 2015.
Ahmad A. Rushdi, Alessio Alaimo, Federico Fontanella, Mike Sapozhnikov, and Janine Tinsley. Bumps and potholes along the sfi design road: meeting the sff-8431 specification. In proceedings of Cisco PCB-HW Conference. Cisco Systems, 2012.
Ahmad A. Rushdi and Abe Elmoufti. An efficient EDVT validation process of sfp+ connectors using an s-parameters modeling approach. In proceedings of the 4th Cisco Innovating Test Conference. Cisco Systems, 2011.
Ahmad A. Rushdi and Abe Elmoufti. Stateful swtichover: an in-depth testing approach. In proceedings of the 3rd Cisco Innovating Test Conference. Cisco Systems, 2010.
Albert Algones, Abe Elmouft, Ahmad A. Rushdi, and Naveed Mozaffar. An innovative testing approach to validate multi-forwarding switching engine. In proceedings of the 3rd Cisco Innovating Test Conference, 1–4. Cisco Systems, 2010.
Ahmad A. Rushdi. استعراض لطرائق تخفيض نسبة الطاقة القصوى إلى الطاقة المتوسطة في نظم الاتصال بترصيص الإشارات عبر الطيف المقسم تعامدياً An overview of PAPR reduction methods in OFDM communication systems, in Arabic. Communications of the Arab Computer Society Magazine, Special Issue on Wireless Communications and Networks, 2010.
Ahmad A. Rushdi, Jamal Tuqan, and Thomas Strohmer. Map-invariant spectral analysis for the identification of DNA periodicities. EURASIP Journal on Bioinformatics and Systems Biology, 2012(1):1–21, 2012.
Ahmad A. Rushdi. A Mathematical Model of DNA Replication. International Magazine on Advances in Computer Science and Telecommunications (IMACST), 1(1):23–30, 2010.
Ahmad A. Rushdi and Jamal Tuqan. PAPR reduction in trigonometric-based OFDM systems. In 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers, 1747–1751. IEEE, 2007.
Ahmad A. Rushdi, Chen Meng, and Jamal Tuqan. An SDP approach for papr reduction in OFDM systems using partial transmit sequences. In 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers, 1743–1746. IEEE, 2007.
Jamal Tuqan and Ahmad A. Rushdi. A DSP approach for finding the codon bias in DNA sequences. IEEE Journal of Selected Topics in Signal Processing, 2(3):343–356, 2008.
Ahmad A. Rushdi and Jamal Tuqan. The role of the symbolic-to-numerical mapping in the detection of DNA periodicities. In 2008 IEEE International Workshop on Genomic Signal Processing and Statistics, 1–4. IEEE, 2008.
Ahmad A. Rushdi and Jamal Tuqan. Trigonometric transforms for finding repeats in DNA sequences. In 2008 IEEE International Workshop on Genomic Signal Processing and Statistics, 1–4. IEEE, 2008.
Ahmad A. Rushdi and Jamal Tuqan. An efficient algorithm for DNA discrete fourier analysis. In Proceedings of the 3rd IEEE Cairo International Biomedical Engineering Conference (CIBEC), 1–4. Cairo International Biomedical Engineering Conference Cairo, Egypt, 2006.
Ahmad A. Rushdi and Jamal Tuqan. The filtered spectral rotation measure. In 2006 Fortieth Asilomar Conference on Signals, Systems and Computers, 1875–1879. IEEE, 2006.
Ahmad A. Rushdi and Jamal Tuqan. A new DSP-based measure for CPG islands detection. In 2006 IEEE 12th Digital Signal Processing Workshop & 4th IEEE Signal Processing Education Workshop, 561–565. IEEE, 2006.
Jamal Tuqan and Ahmad A. Rushdi. A DSP perspective to the period-3 detection problem. In 2006 IEEE International Workshop on Genomic Signal Processing and Statistics, 53–54. IEEE, 2006.
Ahmad A. Rushdi and Jamal Tuqan. Gene identification using the z-curve representation. In 2006 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) Proceedings, volume 2, II–II. IEEE, 2006.