John Gounley

Orcid: 0000-0001-8424-4982

According to our database1, John Gounley authored at least 34 papers between 2016 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Adiabatic Quantum Support Vector Machines.
CoRR, 2024

2023
Evaluation of pre-training large language models on leadership-class supercomputers.
J. Supercomput., December, 2023

Transferring a Molecular Foundation Model for Polymer Property Predictions.
J. Chem. Inf. Model., December, 2023

Adaptive language model training for molecular design.
J. Cheminformatics, December, 2023

TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences.
Int. J. High Perform. Comput. Appl., November, 2023

FrESCO: Framework for Exploring Scalable Computational Oncology.
J. Open Source Softw., October, 2023

Effect of constitutive law on the erythrocyte membrane response to large strains.
Comput. Math. Appl., February, 2023

Ultra-Long Sequence Distributed Transformer.
CoRR, 2023

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR, 2023

Moment Representation of Regularized Lattice Boltzmann Methods on NVIDIA and AMD GPUs.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Enhancing Adaptive Physics Refinement Simulations Through the Addition of Realistic Red Blood Cell Counts.
Proceedings of the International Conference for High Performance Computing, 2023

Performance Evaluation of Heterogeneous GPU Programming Frameworks for Hemodynamic Simulations.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Characterizing Quantum Classifier Utility in Natural Language Processing Workflows.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

2022
Propagation Pattern for Moment Representation of the Lattice Boltzmann Method.
IEEE Trans. Parallel Distributed Syst., 2022

Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model.
IEEE Trans. Evol. Comput., 2022

Language models for the prediction of SARS-CoV-2 inhibitors.
Int. J. High Perform. Comput. Appl., 2022

Computational Workflow for Accelerated Molecular Design Using Quantum Chemical Simulations and Deep Learning Models.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022

High Performance Adaptive Physics Refinement to Enable Large-Scale Tracking of Cancer Cell Trajectory.
Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021
Limitations of Transformers on Clinical Text Classification.
IEEE J. Biomed. Health Informatics, 2021

How Distinct Structural Flexibility within SARS-CoV-2 Spike Protein Reveals Potential Therapeutic Targets.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Multi-GPU immersed boundary method hemodynamics simulations.
J. Comput. Sci., 2020

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports.
J. Biomed. Informatics, 2020

Evaluating the Influence of Hemorheological Parameters on Circulating Tumor Cell Trajectory and Simulation Time.
Proceedings of the PASC '20: Platform for Advanced Scientific Computing Conference, Geneva, Switzerland, June 29, 2020

2019
Performance portability study for massively parallel computational fluid dynamics application on scalable heterogeneous architectures.
J. Parallel Distributed Comput., 2019

A framework for comparing vascular hemodynamics at different points in time.
Comput. Phys. Commun., 2019

Moment representation in the lattice Boltzmann method on massively parallel hardware.
Proceedings of the International Conference for High Performance Computing, 2019

Investigating the Role of VR in a Simulation-Based Medical Planning System for Coronary Interventions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Immersed Boundary Method Halo Exchange in a Hemodynamics Application.
Proceedings of the Computational Science - ICCS 2019, 2019

Multi-physics simulations of particle tracking in arterial geometries with a scalable moving window algorithm.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

Information Extraction from Cancer Pathology Reports with Graph Convolution Networks for Natural Language Texts.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2017
A Computational Framework to Assess the Influence of Changes in Vascular Geometry on Blood Flow.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2017

Numerical simulation of a compound capsule in a constricted microchannel.
Proceedings of the International Conference on Computational Science, 2017

2016
Does the degree of coarctation of the aorta influence wall shear stress focal heterogeneity?
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016


  Loading...