Selected Publications
2025: Gates, Mark and Abdelfattah, Ahmad and Akbudak, Kadir and Al Farhan, Mohammed and Alomairy, Rabab and Bielich, Daniel and Burgess, Treece and Cayrols, Sebastien and Lindquist, Neil and Sukkari, Dalal and others. (2025). Evolution of the SLATE Linear Algebra Library. The International Journal of High Performance Computing Applications, 39(1), 3-17.
2024: Ltaief, Hatem and Alomairy, Rabab and Cao, Qinglei and Ren, Jie and Slim, Lotfi and Kurth, Thorsten and Dorschner, Benedikt and Bougouffa, Salim and Abdelkhalak, Rached and Keyes, David E. (2024). Toward Capturing Genetic Epistasis from Multivariate Genome-Wide Association Studies Using Mixed-Precision Kernel Ridge Regression. In SC24: International Conference for High Performance Computing, Networking, Storage and Analysis (pp. 1-12). IEEE. [ACM Gordon Bell Finalist]
2024: Alomairy, Rabab and Lujan, Emmanuel and Wyant, Spencer and Samaroo, Julian and Zou, Joanna and Meyer, Ralf and Edelman, Alan. (2024). Accelerating Neural Network Interatomic Potentials through Dimension Reduction Using Julia. Women in Data Science (WiDS) Cambridge
2024: Alomairy, Rabab and Tome, Felipe and Samaroo, Julian and Edelman, Alan. Dynamic Task Scheduling with Data Dependency Awareness Using Julia. 2024 IEEE High Performance Extreme Computing Conference (HPEC). IEEE.
2024: Xuan, Sophie and Ringoot, Evelyne and Alomairy, Rabab and Tome, Felipe and Samaroo, Julian and Edelman, Alan. Synthesizing Numerical Linear Algebra using Julia. 2024 IEEE High Performance Extreme Computing Conference (HPEC). IEEE. [Best Papaer Award]
2023: Ltaief, Hatem and Hong, Yuxi and Dabah, Adel and Alomairy, Rabab and Abdulah, Sameh and Goreczny, Chris and Gepner, Pawel and Ravasi, Matteo and Gratadour, Damien and Keyes, David. (2023). Steering customized ai architectures for hpc scientific applications. In International Conference on High Performance Computing (pp. 125-143). Cham: Springer Nature Switzerland.
2023: Jia, Gengjie and Li, Yu and Zhong, Xue and Wang, Kanix and Pividori, Milton and Alomairy, Rabab and Esposito, Aniello and Ltaief, Hatem and Terao, Chikashi and Akiyama, Masato and others (2023). The high-dimensional space of human diseases built from diagnosis records and mapped to genetic loci. Nature Computational Science, 3(5), 403-417.
2022: Cao, Q., Abdulah, S., Alomairy, R., Pei, Y., Nag, P., Bosilca, G., ... & Sun, Y. (2022). Reshaping geostatistical modeling and prediction for extreme-scale environmental applications. In SC22: International Conference for High Performance Computing, Networking, Storage and Analysis (pp. 1-12). IEEE. [ACM Gordon Bell Finalist]
2022: Alomairy, Rabab and Bader, Wael and Ltaief, Hatem and Mesri, Youssef and Keyes, David. (2022). High-performance 3D unstructured mesh deformation using rank structured matrix computations. ACM Transactions on Parallel Computing, 9(1), 1-23.