Tom Peterka

Orcid: 0000-0002-0525-3205

According to our database1, Tom Peterka authored at least 119 papers between 2005 and 2024.

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Bibliography

2024
MFA-DVR: direct volume rendering of MFA models.
J. Vis., February, 2024

TROPHY: A Topologically Robust Physics-Informed Tracking Framework for Tropical Cyclones.
IEEE Trans. Vis. Comput. Graph., January, 2024

Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization.
IEEE Trans. Vis. Comput. Graph., January, 2024

2023
Deep Hierarchical Super Resolution for Scientific Data.
IEEE Trans. Vis. Comput. Graph., December, 2023

Toward Feature-Preserving Vector Field Compression.
IEEE Trans. Vis. Comput. Graph., December, 2023

Fourier-informed knot placement schemes for B-spline approximation.
Math. Comput. Simul., November, 2023

Reinforcement Learning for Load-Balanced Parallel Particle Tracing.
IEEE Trans. Vis. Comput. Graph., June, 2023

Customizable adaptive regularization techniques for B-spline modeling.
J. Comput. Sci., 2023

Neural Stream Functions.
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Towards Adaptive Refinement for Multivariate Functional Approximation of Scientific Data.
Proceedings of the 13th IEEE Symposium on Large Data Analysis and Visualization, 2023

LowFive: In Situ Data Transport for High-Performance Workflows.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Accelerating Multivariate Functional Approximation Computation with Domain Decomposition Techniques.
Proceedings of the Computational Science - ICCS 2023, 2023

Scalable Volume Visualization for Big Scientific Data Modeled by Functional Approximation.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
A Multi-Branch Decoder Network Approach to Adaptive Temporal Data Selection and Reconstruction for Big Scientific Simulation Data.
IEEE Trans. Big Data, 2022

Parallel Domain Decomposition techniques applied to Multivariate Functional Approximation of discrete data.
CoRR, 2022

Automated Continual Learning of Defect Identification in Coherent Diffraction Imaging.
Proceedings of the IEEE/ACM International Workshop on Artificial Intelligence and Machine Learning for Scientific Applications, 2022

Adaptive Regularization of B-Spline Models for Scientific Data.
Proceedings of the Computational Science - ICCS 2022, 2022

Towards Low-Overhead Resilience for Data Parallel Deep Learning.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

Accelerating Scientific Workflows on HPC Platforms with In Situ Processing.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Asynchronous and Load-Balanced Union-Find for Distributed and Parallel Scientific Data Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph., 2021

FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.
IEEE Trans. Vis. Comput. Graph., 2021

Online data analysis and reduction: An important Co-design motif for extreme-scale computers.
Int. J. High Perform. Comput. Appl., 2021

Deep Hierarchical Super-Resolution for Scientific Data Reduction and Visualization.
CoRR, 2021

Workflows Community Summit: Bringing the Scientific Workflows Community Together.
CoRR, 2021

Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows.
Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

Exact Analytical Parallel Vectors.
Proceedings of the 2021 IEEE Visualization Conference, 2021

IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms.
Proceedings of the 11th IEEE Symposium on Large Data Analysis and Visualization, 2021

Shared-Memory Communication for Containerized Workflows.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks.
Vis. Informatics, 2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.
IEEE Trans. Vis. Comput. Graph., 2020

eFESTA: Ensemble Feature Exploration with Surface Density Estimates.
IEEE Trans. Vis. Comput. Graph., 2020

Priority research directions for in situ data management: Enabling scientific discovery from diverse data sources.
Int. J. High Perform. Comput. Appl., 2020

A terminology for in situ visualization and analysis systems.
Int. J. High Perform. Comput. Appl., 2020

FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.
CoRR, 2020

Distributed Asynchronous Union-Find for Scalable Feature Tracking.
CoRR, 2020

Fast Automatic Knot Placement Method for Accurate B-spline Curve Fitting.
Comput. Aided Des., 2020

Toward Feature-Preserving 2D and 3D Vector Field Compression.
Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019
Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph., 2019

A Scalable Hybrid Scheme for Ray-Casting of Unstructured Volume Data.
IEEE Trans. Vis. Comput. Graph., 2019

Heterogeneous Hierarchical Workflow Composition.
Comput. Sci. Eng., 2019

Toward High-Performance Computing and Big Data Analytics Convergence: The Case of Spark-DIY.
IEEE Access, 2019

The challenges of elastic in situ analysis and visualization.
Proceedings of the Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2019

ContourNet: Salient Local Contour Identification for Blob Detection in Plasma Fusion Simulation Data.
Proceedings of the Advances in Visual Computing, 2019

Rational Approximation of Scientific Data.
Proceedings of the Computational Science - ICCS 2019, 2019

Scalable, High-Order Continuity Across Block Boundaries of Functional Approximations Computed in Parallel.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018
Dynamic Load Balancing Based on Constrained K-D Tree Decomposition for Parallel Particle Tracing.
IEEE Trans. Vis. Comput. Graph., 2018

The future of scientific workflows.
Int. J. High Perform. Comput. Appl., 2018

In Situ Analysis and Visualization of Fusion Simulations: Lessons Learned.
Proceedings of the High Performance Computing, 2018

Foundations of Multivariate Functional Approximation for Scientific Data.
Proceedings of the 8th IEEE Symposium on Large Data Analysis and Visualization, 2018

Parallel Partial Reduction for Large-Scale Data Analysis and Visualization.
Proceedings of the 8th IEEE Symposium on Large Data Analysis and Visualization, 2018

La VALSE: Scalable Log Visualization for Fault Characterization in Supercomputers.
Proceedings of the 18th Eurographics Symposium on Parallel Graphics and Visualization, 2018


Spark-DIY: A Framework for Interoperable Spark Operations with High Performance Block-Based Data Models.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

Dynamic Data Repartitioning for Load-Balanced Parallel Particle Tracing.
Proceedings of the IEEE Pacific Visualization Symposium, 2018

2017
HACC: extreme scaling and performance across diverse architectures.
Commun. ACM, 2017

In Situ Workflows at Exascale: System Software to the Rescue.
Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017

CoSS: proposing a contract-based storage system for HPC.
Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017

Distributed Automatic Differentiation for Ptychography.
Proceedings of the International Conference on Computational Science, 2017

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Understanding and Improving the Trust in Results of Numerical Simulations and Scientific Data Analytics.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

Automatic Data Filtering for In Situ Workflows.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

Detection of Silent Data Corruption in Adaptive Numerical Integration Solvers.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

Manala: A Flexible Flow Control Library for Asynchronous Task Communication.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

In situ magnetic flux vortex visualization in time-dependent Ginzburg-Landau superconductor simulations.
Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017

2016
Extracting, Tracking, and Visualizing Magnetic Flux Vortices in 3D Complex-Valued Superconductor Simulation Data.
IEEE Trans. Vis. Comput. Graph., 2016

Finite-Time Lyapunov Exponents and Lagrangian Coherent Structures in Uncertain Unsteady Flows.
IEEE Trans. Vis. Comput. Graph., 2016

Mining Graphs for Understanding Time-Varying Volumetric Data.
IEEE Trans. Vis. Comput. Graph., 2016

Damaris: Addressing Performance Variability in Data Management for Post-Petascale Simulations.
ACM Trans. Parallel Comput., 2016

Self-Adaptive Density Estimation of Particle Data.
SIAM J. Sci. Comput., 2016

Efficient delaunay tessellation through K-D tree decomposition.
Proceedings of the International Conference for High Performance Computing, 2016

Block-parallel data analysis with DIY2.
Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016

Lightweight and Accurate Silent Data Corruption Detection in Ordinary Differential Equation Solvers.
Proceedings of the Euro-Par 2016: Parallel Processing, 2016

Parallel DTFE Surface Density Field Reconstruction.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Bredala: Semantic Data Redistribution for In Situ Applications.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Adaptive Performance-Constrained In Situ Visualization of Atmospheric Simulations.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015
Lessons Learned from Building In Situ Coupling Frameworks.
Proceedings of the First Workshop on In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2015

2014
Processing MPI Derived Datatypes on Noncontiguous GPU-Resident Data.
IEEE Trans. Parallel Distributed Syst., 2014

Large-Scale Simulations of Sky Surveys.
Comput. Sci. Eng., 2014

High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation.
Proceedings of the International Conference for High Performance Computing, 2014

Scalable Computation of Stream Surfaces on Large Scale Vector Fields.
Proceedings of the International Conference for High Performance Computing, 2014

Efficient Range Distribution Query for Visualizing Scientific Data.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

2013
Scalable Resolution Display Walls.
Proc. IEEE, 2013

On-demand unstructured mesh translation for reducing memory pressure during in situ analysis.
Proceedings of the 8th International Workshop on Ultrascale Visualization, 2013

Dataflow coordination of data-parallel tasks via MPI 3.0.
Proceedings of the 20th European MPI Users's Group Meeting, 2013

Damaris/Viz: A nonintrusive, adaptable and user-friendly in situ visualization framework.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013

Efficient range distribution query in large-scale scientific data.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013

CAVE2: a hybrid reality environment for immersive simulation and information analysis.
Proceedings of the Engineering Reality of Virtual Reality 2013, 2013

2012
Geometric Quantification of Features in Large Flow Fields.
IEEE Computer Graphics and Applications, 2012

Poster: Tracking and Visualizing the Evolution of the Universe: In situ Parallel Dark Matter Halo Merger Trees.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Tracking and Visualizing Evolution of the Universe: In Situ Parallel Dark Matter Halo Merger Trees.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

The SDAV Software Frameworks for Visualization and Analysis on Next-Generation Multi-Core and Many-Core Architectures.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Meshing the Universe: Integrating Analysis in Cosmological Simulations.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Parallel particle advection and FTLE computation for time-varying flow fields.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

The universe at extreme scale: multi-petaflop sky simulation on the BG/Q.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Versatile Communication Algorithms for Data Analysis.
Proceedings of the Recent Advances in the Message Passing Interface, 2012

Scalable computation of distributions from large scale data sets.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2012

The Parallel Computation of Morse-Smale Complexes.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

A simultaneous 2D/3D autostereo workstation.
Proceedings of the Stereoscopic Displays and Applications XXIII, 2012

Parallel Integral Curves.
Proceedings of the High Performance Visualization, 2012

Parallel Image Compositing Methods.
Proceedings of the High Performance Visualization, 2012

2011
Toward a General I/O Layer for Parallel-Visualization Applications.
IEEE Computer Graphics and Applications, 2011

An image compositing solution at scale.
Proceedings of the Conference on High Performance Computing Networking, 2011

Simplified parallel domain traversal.
Proceedings of the Conference on High Performance Computing Networking, 2011

Scalable parallel building blocks for custom data analysis.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

A Study of Parallel Particle Tracing for Steady-State and Time-Varying Flow Fields.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010
Accelerating and Benchmarking Radix-k Image Compositing at Large Scale.
Proceedings of the 10th Eurographics Symposium on Parallel Graphics and Visualization, 2010

2009
A configurable algorithm for parallel image-compositing applications.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Terascale data organization for discovering multivariate climatic trends.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

End-to-End Study of Parallel Volume Rendering on the IBM Blue Gene/P.
Proceedings of the ICPP 2009, 2009

2008
Advances in the Dynallax Solid-State Dynamic Parallax Barrier Autostereoscopic Visualization Display System.
IEEE Trans. Vis. Comput. Graph., 2008

A Point-Based Asynchronous Remote Visualization Framework for Real-Time Virtual Reality.
Int. J. Image Graph., 2008

Parallel Volume Rendering on the IBM Blue Gene/P.
Proceedings of the 8th Eurographics Symposium on Parallel Graphics and Visualization, 2008

2007
Dynallax: Solid State Dynamic Parallax Barrier Autostereoscopic VR Display.
Proceedings of the IEEE Virtual Reality Conference, 2007

A GPU Sub-pixel Algorithm for Autostereoscopic Virtual Reality.
Proceedings of the IEEE Virtual Reality Conference, 2007

2006
Personal Varrier: Autostereoscopic virtual reality display for distributed scientific visualization.
Future Gener. Comput. Syst., 2006

The global lambda visualization facility: An international ultra-high-definition wide-area visualization collaboratory.
Future Gener. Comput. Syst., 2006

Point-based VR visualization for large-scale mesh datasets by real-time remote computation.
Proceedings of the Proceedings VRCIA 2006 ACM International Conference on Virtual Reality Continuum and its Applications, 2006

2005
The Varrier<sup>TM</sup> autostereoscopic virtual reality display.
ACM Trans. Graph., 2005

Camera Based Automatic Calibration for the Varrier-System.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005


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