Attila Gyulassy

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 21

Top Topics

Feature Extraction

Parallel Computation

Interactive Exploration

Topological Features

Top Venues

IEEE Trans. Vis. Comput. Graph.

Comput. Graph. Forum

Publications

Samuel Leventhal, Attila Gyulassy, Mark Heimann, Valerio Pascucci
Exploring Classification of Topological Priors With Machine Learning for Feature Extraction. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Samuel Leventhal, Attila Gyulassy, Valerio Pascucci, Mark Heimann
Modeling Hierarchical Topological Structure in Scientific Images with Graph Neural Networks. ICIP (2023)
Aniketh Venkat, Attila Gyulassy, Graham Kosiba, Amitesh Maiti, Henry Reinstein, Richard Gee, Peer-Timo Bremer, Valerio Pascucci
Towards replacing physical testing of granular materials with a Topology-based Model. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Pavol Klacansky, Haichao Miao, Attila Gyulassy, Andrew Townsend, Kyle Champley, Joseph Tringe, Valerio Pascucci, Peer-Timo Bremer
Virtual Inspection of Additively Manufactured Parts. PacificVis (2022)
Aniketh Venkat, Duong Hoang, Attila Gyulassy, Peer-Timo Bremer, Frederick Federer, Alessandra Angelucci, Valerio Pascucci
High-Quality Progressive Alignment of Large 3D Microscopy Data. LDAV (2022)
Pavol Klacansky, Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci
A Study of the Locality of Persistence-Based Queries and Its Implications for the Efficiency of Localized Data Structures. PacificVis (2022)
Yarden Livnat, Dan Maljovec, Attila Gyulassy, Dr Baptiste Mouginot, Valerio Pascucci
A Novel Tree Visualization to Guide Interactive Exploration of Multi-dimensional Topological Hierarchies. CoRR (2022)
Torin McDonald, Will Usher, Nate Morrical, Attila Gyulassy, Steve Petruzza, Frederick Federer, Alessandra Angelucci, Valerio Pascucci
Improving the Usability of Virtual Reality Neuron Tracing with Topological Elements. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Harsh Bhatia, Steve Petruzza, Rushil Anirudh, Attila Gyulassy, Robert M. Kirby, Valerio Pascucci, Peer-Timo Bremer
Data-Driven Estimation of Temporal-Sampling Errors in Unsteady Flows. ISVC (1) (2021)
Xuan Huang, Pavol Klacansky, Steve Petruzza, Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci
Distributed merge forest: a new fast and scalable approach for topological analysis at scale. ICS (2021)
Steve Petruzza, Attila Gyulassy, Samuel Leventhal, John J. Baglino, Michael Czabaj, Ashley D. Spear, Valerio Pascucci
High-throughput feature extraction for measuring attributes of deforming open-cell foams. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Pavol Klacansky, Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci
Toward Localized Topological Data Structures: Querying the Forest for the Tree. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Torin McDonald, Will Usher, Nate Morrical, Attila Gyulassy, Steve Petruzza, Frederick Federer, Alessandra Angelucci, Valerio Pascucci
Improving the Usability of Virtual Reality Neuron Tracing with Topological Elements. CoRR (2020)
Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci
Shared-Memory Parallel Computation of Morse-Smale Complexes with Improved Accuracy. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Guillaume Favelier, Charles Gueunet, Attila Gyulassy, Julien Kitware, Joshua A. Levine, Jonas Lukasczyk, Daisuke Sakurai, Maxime Soler, Julien Tierny, Will Usher, Qi Wu
Topological Data Analysis Made Easy with the Topology ToolKit. CoRR (2018)
Gordon L. Kindlmann, Charisee Chiw, T. Huynh, Attila Gyulassy, John H. Reppy, Peer-Timo Bremer
Rendering and Extracting Extremal Features in 3D Fields. Comput. Graph. Forum 37 (3) (2018)
Harsh Bhatia, Attila Gyulassy, Vincenzo Lordi, John E. Pask, Valerio Pascucci, Peer-Timo Bremer
TopoMS: Comprehensive topological exploration for molecular and condensed-matter systems. J. Comput. Chem. 39 (16) (2018)
Steve Petruzza, Aniketh Venkat, Attila Gyulassy, Giorgio Scorzelli, Frederick Federer, Alessandra Angelucci, Valerio Pascucci, Peer-Timo Bremer
ISAVS: interactive scalable analysis and visualization system. SIGGRAPH Asia Symposium on Visualization (2017)
Steve Petruzza, Aniketh Venkat, Attila Gyulassy, Giorgio Scorzelli, Frederick Federer, Alessandra Angelucci, Valerio Pascucci, Peer-Timo Bremer
Scaling Big Data Neuroscience: From Interactive Analytics to HPC Platforms. TopHPC (2017)
Harsh Bhatia, Attila Gyulassy, Valerio Pascucci, Martina Bremer, Mitchell T. Ong, Vincenzo Lordi, Erik W. Draeger, John E. Pask, Peer-Timo Bremer
Interactive exploration of atomic trajectories through relative-angle distribution and associated uncertainties. PacificVis (2016)
Attila Gyulassy, Aaron Knoll, Kah Chun Lau, Bei Wang, Peer-Timo Bremer, Michael E. Papka, Larry A. Curtiss, Valerio Pascucci
Interstitial and Interlayer Ion Diffusion Geometry Extraction in Graphitic Nanosphere Battery Materials. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Attila Gyulassy, Peer-Timo Bremer, Ray W. Grout, Hemanth Kolla, Jacqueline Chen, Valerio Pascucci
Stability of Dissipation Elements: A Case Study in Combustion. Comput. Graph. Forum 33 (3) (2014)
Aaditya G. Landge, Valerio Pascucci, Attila Gyulassy, Janine Bennett, Hemanth Kolla, Jacqueline Chen, Peer-Timo Bremer
In-Situ Feature Extraction of Large Scale Combustion Simulations Using Segmented Merge Trees. SC (2014)
Attila Gyulassy, David Günther, Joshua A. Levine, Julien Tierny, Valerio Pascucci
Conforming Morse-Smale Complexes. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Marc Gamell, Ivan Rodero, Manish Parashar, Janine Bennett, Hemanth Kolla, Jacqueline Chen, Peer-Timo Bremer, Aaditya G. Landge, Attila Gyulassy, Patrick S. McCormick, Scott Pakin, Valerio Pascucci, Scott Klasky
Exploring power behaviors and trade-offs of in-situ data analytics. SC (2013)
Valerio Pascucci, Peer-Timo Bremer, Attila Gyulassy, Giorgio Scorzelli, Cameron Christensen, Brian Summa, Sidharth Kumar
Scalable Visualization and Interactive Analysis Using Massive Data Streams. High Performance Computing Workshop (1) (2012)
Attila Gyulassy, Peer-Timo Bremer, Valerio Pascucci
Computing Morse-Smale Complexes with Accurate Geometry. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Janine Bennett, Hasan Abbasi, Peer-Timo Bremer, Ray W. Grout, Attila Gyulassy, Tong Jin, Scott Klasky, Hemanth Kolla, Manish Parashar, Valerio Pascucci, Philippe P. Pébay, David C. Thompson, Hongfeng Yu, Fan Zhang, Jacqueline Chen
Combining in-situ and in-transit processing to enable extreme-scale scientific analysis. SC (2012)
Attila Gyulassy, Valerio Pascucci, Tom Peterka, Robert B. Ross
The Parallel Computation of Morse-Smale Complexes. IPDPS (2012)
Attila Gyulassy, Natallia Kotava, Mark Kim, Charles D. Hansen, Hans Hagen, Valerio Pascucci
Direct Feature Visualization Using Morse-Smale Complexes. IEEE Trans. Vis. Comput. Graph. 18 (9) (2012)
David C. Thompson, Joshua A. Levine, Janine Bennett, Peer-Timo Bremer, Attila Gyulassy, Valerio Pascucci, Philippe P. Pébay
Analysis of large-scale scalar data using hixels. LDAV (2011)
Attila Gyulassy, Joshua A. Levine, Valerio Pascucci
Visualization of discrete gradient construction. SCG (2011)
Tom Peterka, Robert B. Ross, Wesley Kendall, Attila Gyulassy, Valerio Pascucci, Han-Wei Shen, Teng-Yok Lee, Abon Chaudhuri
Scalable parallel building blocks for custom data analysis. LDAV (2011)
Attila Gyulassy, Luis Gustavo Nonato, Peer-Timo Bremer, Cláudio T. Silva, Valerio Pascucci
Robust Topology-Based Multiscale Analysis of Scientific Data. Comput. Sci. Eng. 11 (5) (2009)
Julien Tierny, Attila Gyulassy, Eddie Simon, Valerio Pascucci
Loop surgery for volumetric meshes: Reeb graphs reduced to contour trees. IEEE Trans. Vis. Comput. Graph. 15 (6) (2009)
Attila Gyulassy, Peer-Timo Bremer, Bernd Hamann, Valerio Pascucci
A Practical Approach to Morse-Smale Complex Computation: Scalability and Generality. IEEE Trans. Vis. Comput. Graph. 14 (6) (2008)
Attila Gyulassy, Mark A. Duchaineau, Vijay Natarajan, Valerio Pascucci, Eduardo M. Bringa, Andrew Higginbotham, Bernd Hamann
Topologically Clean Distance Fields. IEEE Trans. Vis. Comput. Graph. 13 (6) (2007)
Attila Gyulassy, Vijay Natarajan, Valerio Pascucci, Bernd Hamann
Efficient Computation of Morse-Smale Complexes for Three-dimensional Scalar Functions. IEEE Trans. Vis. Comput. Graph. 13 (6) (2007)
Attila Gyulassy, Vijay Natarajan, Valerio Pascucci, Peer-Timo Bremer, Bernd Hamann
A Topological Approach to Simplification of Three-Dimensional Scalar Functions. IEEE Trans. Vis. Comput. Graph. 12 (4) (2006)
Attila Gyulassy, Vijay Natarajan, Valerio Pascucci, Peer-Timo Bremer, Bernd Hamann
Topology-based Simplification for Feature Extraction from 3D Scalar Fields. IEEE Visualization (2005)
Rich Vuduc, Attila Gyulassy, James Demmel, Katherine A. Yelick
Memory Hierarchy Optimizations and Performance ounds for Sparse A. International Conference on Computational Science (2003)