Amanda Randles

Orcid: 0000-0001-6318-3885

Affiliations:
  • Duke University


According to our database1, Amanda Randles authored at least 68 papers between 2006 and 2024.

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Bibliography

2024
Establishing the longitudinal hemodynamic mapping framework for wearable-driven coronary digital twins.
npj Digit. Medicine, 2024

Designing a GPU-Accelerated Communication Layer for Efficient Fluid-Structure Interaction Computations on Heterogeneous Systems.
Proceedings of the International Conference for High Performance Computing, 2024

HarVI: Real-Time Intervention Planning for Coronary Artery Disease Using Machine Learning.
Proceedings of the Computational Science - ICCS 2024, 2024

Velocity Temporal Shape Affects Simulated Flow in Left Coronary Arteries.
Proceedings of the Computational Science - ICCS 2024, 2024

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

Establishing massively parallel models to examine the influence of cell heterogeneity on tumor growth.
J. Comput. Sci., 2023

Establishing metrics to quantify spatial similarity in spherical and red blood cell distributions.
J. Comput. Sci., 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

Cloud Computing to Enable Wearable-Driven Longitudinal Hemodynamic Maps.
Proceedings of the International Conference for 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

Low-Cost Post Hoc Reconstruction of HPC Simulations at Full Resolution.
Proceedings of the 13th IEEE Symposium on Large Data Analysis and Visualization, 2023

Optimizing Cloud Computing Resource Usage for Hemodynamic Simulation.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

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

Evaluation of U-Net Based Architectures for Automatic Aortic Dissection Segmentation.
ACM Trans. Comput. Heal., 2022

Evaluating Cardiovascular Surgical Planning in Mobile Augmented Reality.
CoRR, 2022

The role of extended reality for planning coronary artery bypass graft surgery.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Distributed Acceleration of Adhesive Dynamics Simulations.
Proceedings of the EuroMPI/USA'22: 29th European MPI Users' Group Meeting, Chattanooga, TN, USA, September 26, 2022

Developing a Scalable Cellular Automaton Model of 3D Tumor Growth.
Proceedings of the Computational Science - ICCS 2022, 2022

Establishing Metrics to Quantify Underlying Structure in Vascular Red Blood Cell Distributions.
Proceedings of the Computational Science - ICCS 2022, 2022

Patient- and Ventilator-Specific Modeling to Drive the Use and Development of 3D Printed Devices for Rapid Ventilator Splitting During the COVID-19 Pandemic.
Proceedings of the Computational Science - ICCS 2022, 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
Analysis of GPU Data Access Patterns on Complex Geometries for the D3Q19 Lattice Boltzmann Algorithm.
IEEE Trans. Parallel Distributed Syst., 2021

DOE Computational Science Graduate Fellowship Research Showcase.
Comput. Sci. Eng., 2021

Multiscale modeling of blood flow to assess neurological complications in patients supported by venoarterial extracorporeal membrane oxygenation.
Comput. Biol. Medicine, 2021

Global Sensitivity Analysis For Clinically Validated 1D Models of Fractional Flow Reserve.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An Interpretable Machine Learning Model to Classify Coronary Bifurcation Lesions.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Predicting aneurysmal degeneration of type B aortic dissection with computational fluid dynamics.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
Harvis: an interactive virtual reality tool for hemodynamic modification and simulation.
J. Comput. Sci., 2020

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

Cloud Computing for COVID-19: Lessons Learned From Massively Parallel Models of Ventilator Splitting.
Comput. Sci. Eng., 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

Computational Framework to Evaluate the Hydrodynamics of Cell Scaffold Geometries.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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

Low-Overhead In Situ Visualization Using Halo Replay.
Proceedings of the 9th IEEE Symposium on Large Data Analysis and Visualization, 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

2018
GPU Data Access on Complex Geometries for D3Q19 Lattice Boltzmann Method.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Computational Fluid Modeling to Understand the Role of Anatomy in Bifurcation Lesion Disease.
Proceedings of the 25th IEEE International Conference on High Performance Computing Workshops, 2018

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

2015
Scaling Support Vector Machines on modern HPC platforms.
J. Parallel Distributed Comput., 2015

Massively parallel simulations of hemodynamics in the primary large arteries of the human vasculature.
J. Comput. Sci., 2015

Reusing industrial robots to achieve sustainability in small and medium-sized enterprises (SMEs).
Ind. Robot, 2015

Massively parallel models of the human circulatory system.
Proceedings of the International Conference for High Performance Computing, 2015

2014
Parallel in time approximation of the lattice Boltzmann method for laminar flows.
J. Comput. Phys., 2014

Locality-Optimized Mixed Static/Dynamic Scheduling for Improving Load Balancing on SMPs.
Proceedings of the 21st European MPI Users' Group Meeting, 2014

MIC-SVM: Designing a Highly Efficient Support Vector Machine for Advanced Modern Multi-core and Many-Core Architectures.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

A Spatio-temporal Coupling Method to Reduce the Time-to-Solution of Cardiovascular Simulations.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Analysis of Pressure Gradient Across Aortic Stenosis with Massively Parallel Computational Simulation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Multiphysics simulations: Challenges and opportunities.
Int. J. High Perform. Comput. Appl., 2013

Massively Parallel Model of Extended Memory Use in Evolutionary Game Dynamics.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Performance Analysis of the Lattice Boltzmann Model Beyond Navier-Stokes.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

2012
Massively Parallel Model of Evolutionary Game Dynamics.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

A Lattice Boltzmann Simulation of Hemodynamics in a Patient-Specific Aortic Coarctation Model.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

2011
Evaluation of Artery Visualizations for Heart Disease Diagnosis.
IEEE Trans. Vis. Comput. Graph., 2011

Drug discovery using very large numbers of patents. General strategy with extensive use of match and edit operations.
J. Comput. Aided Mol. Des., 2011

Efficient methods for broadcasting multi-slot messages with random access with capture.
Proceedings of the MILCOM 2011, 2011

2010
Multiscale Simulation of Cardiovascular flows on the IBM Bluegene/P: Full Heart-Circulation System at Red-Blood Cell Resolution.
Proceedings of the Conference on High Performance Computing Networking, 2010

2008
An Efficient Parallel Implementation of the Hidden Markov Methods for Genomic Sequence-Search on a Massively Parallel System.
IEEE Trans. Parallel Distributed Syst., 2008

EUDOC on the IBM Blue Gene/L system: Accelerating the transfer of drug discoveries from laboratory to patient.
IBM J. Res. Dev., 2008

Asynchronous task dispatch for high throughput computing for the eServer IBM Blue Gene® Supercomputer.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007
Parallel genomic sequence-search on a massively parallel system.
Proceedings of the 4th Conference on Computing Frontiers, 2007

2006
Poster reception - Optimizing EUDOC for the IBM eServer Blue Gene supercomputer.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006


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