Sameh Abdulah

Orcid: 0000-0002-8850-5753

According to our database1, Sameh Abdulah authored at least 20 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations.
CoRR, 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

Portability and Scalability Evaluation of Large-Scale Statistical Modeling and Prediction Software through HPC-Ready Containers.
CoRR, 2023

Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks.
CoRR, 2023

Steering Customized AI Architectures for HPC Scientific Applications.
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

Active clustering data streams with affinity propagation.
ICT Express, 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
High Performance Multivariate Geospatial Statistics on Manycore Systems.
IEEE Trans. Parallel Distributed Syst., 2021

2020
High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems.
CoRR, 2020

2019
ExaGeoStatR: A Package for Large-Scale Geostatistics in R.
CoRR, 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


  Loading...