Zobrazeno 1 - 10
of 308
pro vyhledávání: '"Zubair, Mohammad"'
Autor:
Ranjan, Desh, Zubair, Mohammad
The Hessian-vector product computation appears in many scientific applications such as in optimization and finite element modeling. Often there is a need for computing Hessian-vector products at many data points concurrently. We propose an automatic
Externí odkaz:
http://arxiv.org/abs/2410.22575
Autor:
Zubair, Mohammad, Bauinger, Christoph
In this paper, we focus on three sparse matrix operations that are relevant for machine learning applications, namely, the sparse-dense matrix multiplication (SPMM), the sampled dense-dense matrix multiplication (SDDMM), and the composition of the SD
Externí odkaz:
http://arxiv.org/abs/2311.00368
Autor:
Sakiotis, Ioannis, Arumugam, Kamesh, Paterno, Marc, Ranjan, Desh, Terzic, Balsa, Zubair, Mohammad
We present our experience in porting optimized CUDA implementations to oneAPI. We focus on the use case of numerical integration, particularly the CUDA implementations of PAGANI and $m$-Cubes. We faced several challenges that caused performance degra
Externí odkaz:
http://arxiv.org/abs/2302.05730
Autor:
Sakiotis, Ioannis, Arumugam, Kamesh, Paterno, Marc, Ranjan, Desh, Terzic, Balsa, Zubair, Mohammad
The task of multi-dimensional numerical integration is frequently encountered in physics and other scientific fields, e.g., in modeling the effects of systematic uncertainties in physical systems and in Bayesian parameter estimation. Multi-dimensiona
Externí odkaz:
http://arxiv.org/abs/2202.01753
Autor:
Sakiotis, Ioannis, Arumugam, Kamesh, Paterno, Marc, Ranjan, Desh, Terzić, Balša, Zubair, Mohammad
We present a new adaptive parallel algorithm for the challenging problem of multi-dimensional numerical integration on massively parallel architectures. Adaptive algorithms have demonstrated the best performance, but efficient many-core utilization i
Externí odkaz:
http://arxiv.org/abs/2104.06494
Autor:
Ashraf, Mohammad, Kamboh, Usman Ahmad, Hussain, Syed Shahzad, Raza, Muhammad Asif, Mehboob, Mehreen, Zubair, Mohammad, Ahmad, Manzoor, Ashraf, Naveed
Publikováno v:
In World Neurosurgery November 2022 167:e413-e422
Autor:
Liang, Jinsong, Ye, Junpei, Shi, Chuan, Zhang, Panyue, Guo, Jianbin, Zubair, Mohammad, Chang, Jianning, Zhang, Lian
Publikováno v:
In Journal of Environmental Chemical Engineering June 2022 10(3)
Autor:
Alanazi, Badriah, Muhiuddin, Ghulam, Albalawi, Yazeed, Alhazmi, Khalid, Alzahrani, Othman, Alamri, Marai, Alshadfan, Hisham, Zubair, Mohammad
Publikováno v:
Medical Sciences; Sep2024, Vol. 12 Issue 3, p42, 12p