Sameh Abdulah
Orcid: 0000-0002-8850-5753
According to our database1,
Sameh Abdulah
authored at least 24 papers
between 2017 and 2024.
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Bibliography
2024
Portability and scalability evaluation of large-scale statistical modeling and prediction software through HPC-ready containers.
Future Gener. Comput. Syst., 2024
Accelerating Mixed-Precision Out-of-Core Cholesky Factorization with Static Task Scheduling.
CoRR, 2024
Block Vecchia Approximation for Scalable and Efficient Gaussian Process Computations.
CoRR, 2024
GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations.
Proceedings of the ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024
Boosting Earth System Model Outputs And Saving PetaBytes in Their Storage Using Exascale Climate Emulators.
Proceedings of the International Conference for High Performance Computing, 2024
Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
2023
Tile low-rank approximations of non-Gaussian space and space-time Tukey <i>g</i>-and-<i>h</i> random field likelihoods and predictions on large-scale systems.
J. Parallel Distributed Comput., 2023
Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks.
CoRR, 2023
Proceedings of the High Performance Computing - 38th International Conference, 2023
Reducing Data Motion and Energy Consumption of Geospatial Modeling Applications Using Automated Precision Conversion.
Proceedings of the IEEE International Conference on Cluster Computing, 2023
2022
Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC.
IEEE Trans. Parallel Distributed Syst., 2022
Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications.
Proceedings of the SC22: International Conference for High Performance Computing, 2022
Parallel space-time likelihood optimization for air pollution prediction on large-scale systems.
Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022
Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
2020
High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems.
CoRR, 2020
2019
Geostatistical Modeling and Prediction Using Mixed Precision Tile Cholesky Factorization.
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019
2018
ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems.
IEEE Trans. Parallel Distributed Syst., 2018
A Survey of the State-of-the-Art Parallel Multiple Sequence Alignment Algorithms on Multicore Systems.
CoRR, 2018
Tile Low-Rank Approximation of Large-Scale Maximum Likelihood Estimation on Manycore Architectures.
CoRR, 2018
Parallel Approximation of the Maximum Likelihood Estimation for the Prediction of Large-Scale Geostatistics Simulations.
Proceedings of the IEEE International Conference on Cluster Computing, 2018
2017
ExaGeoStat: A High Performance Unified Framework for Geostatistics on Manycore Systems.
CoRR, 2017