Class overlap handling methods in imbalanced domain: A comprehensive survey
Class overlap in imbalanced datasets is the most common challenging situation for
researchers in the fields of deep learning (DL) machine learning (ML), and big data (BD) …
researchers in the fields of deep learning (DL) machine learning (ML), and big data (BD) …
[HTML][HTML] GPU-optimized approaches to molecular docking-based virtual screening in drug discovery: A comparative analysis
Finding a novel drug is a very long and complex procedure. Using computer simulations, it is
possible to accelerate the preliminary phases by performing a virtual screening that filters a …
possible to accelerate the preliminary phases by performing a virtual screening that filters a …
Proteome-scale deployment of protein structure prediction workflows on the Summit supercomputer
Deep learning has contributed to major advances in the prediction of protein structure from
sequence, a fundamental problem in structural bioinformatics. With predictions now …
sequence, a fundamental problem in structural bioinformatics. With predictions now …
Portability for GPU-accelerated molecular docking applications for cloud and HPC: can portable compiler directives provide performance across all platforms?
M Thavappiragasam, W Elwasif… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
High-throughput structure-based screening of drug-like molecules has become a common
tool in biomedical research. Recently, acceleration with graphics processing units (GPUs) …
tool in biomedical research. Recently, acceleration with graphics processing units (GPUs) …
GPU Cloud Architectures for Bioinformatic Applications
The world of computing is constantly evolving. The trends that are shaping today's
applications are Cloud computing and GPU computing. These technologies allow bringing …
applications are Cloud computing and GPU computing. These technologies allow bringing …
ECP Software Technology Capability Assessment Report V3. 0
The Exascale Computing Project (ECP) Software Technology (ST) focus area is responsible
for (1) developing critical software capabilities that will enable the successful execution of …
for (1) developing critical software capabilities that will enable the successful execution of …
OpenMP's Asynchronous Offloading for All-pairs Shortest Path Graph Algorithms on GPUs
M Thavappiragasam, V Kale - 2022 IEEE/ACM International …, 2022 - ieeexplore.ieee.org
Numerical scientific computations, which are based on floating-point operations, have been
sped up greatly via GPUs or other accelerators of supercomputers. However, combinatorial …
sped up greatly via GPUs or other accelerators of supercomputers. However, combinatorial …