Keyword:High Performance Computing

Publications
Convolutional Neural Networks Application for an Average Thermodynamic Characteristics Calculation of Spin Glasses Dmitrii Kapitan, Petr Andriushchenko, Konstantin Nefedev and Vitalii Kapitan In:Proceedings of 3rd International Workshop on Mathematical Modeling and Scientific Computing
Performance Analysis of Parallel Programs with RAPIDS as a Framework of Execution Seyi Ogunji, Moises Sanchez Adame, Oscar Montiel Ross and Juan Tapia In:Proceedings of 3rd International Workshop on Mathematical Modeling and Scientific Computing
Phoenix-OC: Applied Optimal Control using Advanced Structure Exploitation and Multi-Level Parallelism Johannes Diepolder In:Proceedings of 3rd International Workshop on Mathematical Modeling and Scientific Computing
HPC-BLAST: Distributed BLAST for Modern HPC Clusters. Shane Sawyer, Mitchel Horton, Chad Burdyshaw, Glenn Brook and Bhanu Rekapalli In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
Improving the Numerical Accuracy of High Performance Computing Programs by Process Specialization Farah Benmouhoub, Nasrine Damouche and Matthieu Martel In:TNC'18. Trusted Numerical Computations
High-Performance Integrated hydrodynamic Modelling of Storm Induced Floods at a Catchment Scale Xilin Xia, Qiuhua Liang and Xiaodong Ming In:HIC 2018. 13th International Conference on Hydroinformatics
AI-Driven Approaches to Enhancing Reservoir Management: Predictive Modeling Techniques for Long-Term Production Forecasting Kayode Sheriffdeen EasyChair Preprint 14469
High-Performance Predictive Analytics for Genomic Medicine Using GPU and ML Abi Cit EasyChair Preprint 14038
Real-Time Sequence Analysis Using GPU-Accelerated Machine Learning Abi Cit EasyChair Preprint 14000
High-Performance Computing for Comparative Genomics Using GPU and ML Abi Cit EasyChair Preprint 13999
Real-Time Analysis of Single-Cell RNA Sequencing Data Using GPU and ML Abi Cit EasyChair Preprint 13942
Accelerating Synthetic Biology Research with GPU-Accelerated ML Algorithms Abi Cit EasyChair Preprint 13941
Efficient Variant Calling in Genomics Using Machine Learning and GPU Acceleration Abi Cit EasyChair Preprint 13940
GPU-Enhanced Deep Learning Models for Metabolic Pathway Analysis Abi Cit EasyChair Preprint 13939
Fast Phylogenomic Inference Using GPU-Accelerated ML Techniques Abey Litty EasyChair Preprint 13911
Leveraging GPU Acceleration for Epigenomics Data Analysis with Machine Learning Abey Litty EasyChair Preprint 13910
Accelerated ML Models for Predicting Protein-Protein Interactions Using GPUs Abey Litty EasyChair Preprint 13909
Enhancing Genome-Wide Association Studies with GPU-Accelerated Machine Learning Abey Litty EasyChair Preprint 13908
Real-Time Image Processing in Bioinformatics Using GPU-Accelerated Deep Learning Abey Litty EasyChair Preprint 13907
Accelerating Computational Biology Workflows with Machine Learning and GPU Abey Litty EasyChair Preprint 13906
GPU-Enhanced Bioinformatics: Accelerating Big Data Analysis in Genomics Abey Litty EasyChair Preprint 13905
Fast and Accurate Protein Folding Prediction Using GPU-Accelerated ML Techniques Abey Litty EasyChair Preprint 13904
GPU-Accelerated Predictive Modeling for Personalized Medicine Abey Litty EasyChair Preprint 13903
Machine Learning-Driven Pathway Analysis with GPU Acceleration in Bioinformatics Abey Litty EasyChair Preprint 13902
Speeding up Gene Expression Data Analysis Using GPU and Machine Learning Abey Litty EasyChair Preprint 13881
Accelerating Transcriptome Analysis with GPUs and Machine Learning Abey Litty EasyChair Preprint 13880
High-Throughput Protein-Ligand Docking Using GPU-Accelerated Machine Learning Abey Litty EasyChair Preprint 13849
Deep Learning for Biomarker Discovery: Performance Gains with GPU Acceleration Abey Litty EasyChair Preprint 13840
Real-Time Disease Outbreak Prediction Using GPU-Accelerated ML Models Abey Litty EasyChair Preprint 13833
GPU-Enhanced Computational Biology: Accelerating Simulation of Biological Systems Abill Robert EasyChair Preprint 13816
Accelerating the Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems Pere Vergés, Igor Nunes, Mike Heddes, Tony Givargis and Alexandru Nicolau EasyChair Preprint 11190
The Design and Implementation of a High-performance Portfolio Optimization Platform Yidong Chen, Zhonghua Lu and Xueying Yang EasyChair Preprint 4447
Distributed Computing for Advanced Smart Meter Data Management with focus on Electrical Utility Applications Ameema Zainab, Shady S. Refaat, Haitham Abu-Rub and Othmane Bouhali EasyChair Preprint 2567
Reproducible Pedagogy for Cognitive Dissonance Reduction Rohit Goswami, Sonaly Goswami, Pranay Baldev, Shaivya Anand and Debabrata Goswami EasyChair Preprint 1613
Parallel Algorithm Optimization of Superviscosity Factor on Heterogeneous Multicore Processors Hongbo Chen, Xuezhong Qian, Lin Gan, Jingheng Xu and Xu Liu EasyChair Preprint 1121
Task-Based Programming on Emerging Parallel Architectures for Finite-Differences Seismic Numerical Kernel Salli Moustafa, Wilfried Kirschenmann, Fabrice Dupros and Hideo Aochi EasyChair Preprint 277