Big data machine learning and graph analytics: Current state and future challenges

HH Huang, H Liu - 2014 IEEE international conference on big …, 2014 - ieeexplore.ieee.org
Big data machine learning and graph analytics have been widely used in industry,
academia and government. Continuous advance in this area is critical to business success …

Real-time interactive simulations of large-scale systems on personal computers and cell phones: Toward patient-specific heart modeling and other applications

A Kaboudian, EM Cherry, FH Fenton - Science advances, 2019 - science.org
Cardiac dynamics modeling has been useful for studying and treating arrhythmias.
However, it is a multiscale problem requiring the solution of billions of differential equations …

Performance evaluation of GPU parallelization, space‐time adaptive algorithms, and their combination for simulating cardiac electrophysiology

R Sachetto Oliveira, B Martins Rocha… - … journal for numerical …, 2018 - Wiley Online Library
The use of computer models as a tool for the study and understanding of the complex
phenomena of cardiac electrophysiology has attained increased importance nowadays. At …

[HTML][HTML] Lattice Boltzmann method for parallel simulations of cardiac electrophysiology using GPUs

JO Campos, RS Oliveira, RW dos Santos… - Journal of Computational …, 2016 - Elsevier
This work presents the lattice Boltzmann method (LBM) for computational simulations of the
cardiac electrical activity using monodomain model. An optimized implementation of the …

[HTML][HTML] Dynamics and bifurcations in multistable 3-cell neural networks

J Collens, K Pusuluri, A Kelley, D Knapper… - … Journal of Nonlinear …, 2020 - pubs.aip.org
We disclose the generality of the intrinsic mechanisms underlying multistability in
reciprocally inhibitory 3-cell circuits composed of simplified, low-dimensional models of …

Large-scale interactive numerical experiments of chaos, solitons and fractals in real time via GPU in a web browser

A Kaboudian, EM Cherry, FH Fenton - Chaos, Solitons & Fractals, 2019 - Elsevier
The study of complex systems has emerged as an important field with many discoveries still
to be made. Computer simulation and visualization provide important tools for studying …

Fast interactive simulations of cardiac electrical activity in anatomically accurate heart structures by compressing sparse uniform cartesian grids

A Kaboudian, RA Gray, I Uzelac, EM Cherry… - Computer Methods and …, 2024 - Elsevier
Abstract Background and Objective: Numerical simulations are valuable tools for studying
cardiac arrhythmias. Not only do they complement experimental studies, but there is also an …

Using per-loop CPU clock modulation for energy efficiency in OpenMP applications

W Wang, A Porterfield, J Cavazos… - 2015 44th …, 2015 - ieeexplore.ieee.org
As the HPC community moves into the exascale computing era, application energy is
becoming as large of a concern as performance. Optimizing for energy will be essential in …

[PDF][PDF] OKL: A unified language for parallel architectures

D Medina - 2015 - repository.rice.edu
With the collapse of single-processor computing in the high performance computing (HPC)
field, a wave of parallel-computing has emerged. Alongside the paradigm shift of …

Computational exposition of multistable rhythms in 4-cell neural circuits

K Pusuluri, S Basodi, A Shilnikov - Communications in Nonlinear Science …, 2020 - Elsevier
The co-existence of multistable rhythms generated by oscillatory neural circuits made up of 4
and more cells, their onset, stability conditions, and the transitions between such rhythms …