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PhD Thesis Defense – Rifat Ara Proma
Reading Between the Lines: Toward Human-Centered Clutter Reduction in Line Charts
Abstract: Line charts are among the most widely used tools for communicating time-series data, yet as datasets grow larger and noisier, they quickly become cluttered. While many strategies exist to reduce this clutter, their effects on what viewers actually perceive remain poorly understood. This dissertation argues that effective clutter reduction requires bridging the technical space of visualization techniques with the human space of perception.Four studies build this connection. The first evaluates layout-based and aggregation-based strategies, showing that aggregation better preserves trends and supports more reliable interpretation. The second introduces visual stenography to examine what viewers retain in noisy charts, revealing that perception is highly individualized and driven by feature prioritization. The third formalizes the technical design space through a feature-based taxonomy of 19 simplification algorithms…
Campus Locations: Warnock Engineering Building - John and Marva (WEB). Alternate Location: https://utah.zoom.us/j/91681065115?pwd=akxURTN3RDhWaGdSZ0ZaTmtHZWhUUT09. Campus Wide Event: Yes.
Monday, May 11, 2026, 9:00 AM – 10:00 AM.
PhD Thesis Defense – Weiran (Nancy) Lyu
Topology-Aware Hashing and Sketching for Scalable Scientific Visualization and Uncertainty Analysis, Abstract: Modern scientific simulations and observational pipelines generate massive, high-dimensional data, posing significant challenges for scalable analysis, comparison, and interpretation. This thesis introduces two topology-aware data summarization strategies, hashing and sketching, to support scalable scientific visualization while preserving essential structural features and enabling principled uncertainty quantification.
We first develop an efficient framework for the comparative analysis of scalar fields using locality-sensitive hashing (LSH) on merge trees, enabling scalable similarity queries over large ensembles. To further support scalable modeling, we propose coreset-based sketching methods for kernel regression and kernel density estimation, producing compact surrogate representations that preserve topological structures such as Morse complexes and associated density ridges with high fidelity.…
Campus Locations: Warnock Engineering Building - John and Marva (WEB). Alternate Location: https://utah.zoom.us/j/91877663991. Campus Wide Event: Yes.
Wednesday, May 13, 2026, 10:00 AM – 11:00 AM.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, May 15, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Using GPUs at the CHPC
Using GPUs at the CHPC, presented by Martin Cuma and Michael Ramshaw.
Campus Wide Event: Yes.
Tuesday, May 19, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/usinggpus.php.
For more info visit www.chpc.utah.edu.
CHPC: Hands-on Introduction to Linux (session 1 of 3)
Hands-on Introduction to Linux (session 1 of 3), presented by Zhiyu Drew Li and Brandon Claridge.
Campus Wide Event: Yes.
Thursday, May 21, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroLinux3parts.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, May 22, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
Memorial Day
University Observed Holidays
Campus Wide Event: Yes.
Monday, May 25, 2026.
CHPC: Hands-on Introduction to Linux (session 2 of 3)
Hands-on Introduction to Linux (session 2 of 3), presented by Zhiyu Drew Li and Brandon Claridge.
Campus Wide Event: Yes.
Tuesday, May 26, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroLinux3parts.php.
For more info visit www.chpc.utah.edu.
CHPC: Hands-on Introduction to Linux (session 3 of 3)
Hands-on Introduction to Linux (session 3 of 3), presented by Zhiyu Drew Li and Brandon Claridge.
Campus Wide Event: Yes.
Thursday, May 28, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroLinux3parts.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, May 29, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Monthly AI Discussion Forum
The Center for High Performance Computing hosts a monthly discussion of artificial intelligence for research computing and data. Registration is not required.
https://utah.zoom.us/j/88531279826?pwd=QvnC4a7UsD7Q3uJx9by2PCUS7xhpi1.1
Meeting ID: 885 3127 9826
Passcode: 963756.
Campus Locations: Zoom. Campus Wide Event: Yes.
Tuesday, June 2, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Using Git for Version Control
Using Git for Version Control, presented by Robben Migacz.
Campus Wide Event: Yes.
Tuesday, June 2, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroGit.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, June 5, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Module Basics
Module Basics, presented by Zhiyu Drew Li and Ashley Dederich.
Campus Wide Event: No.
Tuesday, June 9, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroModules.php.
For more info visit www.chpc.utah.edu.
CHPC: Slurm and Slurm Batch Scripts
Slurm and Slurm Batch Scripts, presented by Ashley Dederich.
Campus Wide Event: No.
Thursday, June 11, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/introslurmandslurmbatchscripts.php.
For more info visit www.chpc.utah.edu.
CHPC: AI Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, June 12, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
Juneteenth
University Observed Holidays
Campus Wide Event: Yes.
Monday, June 15, 2026.
CHPC: Hands-on Introduction to Python (session 1 of 3)
Hands-on Introduction to Python (session 1 of 3), presented by Robben Migacz and Michael Ramshaw.
Campus Wide Event: Yes.
Tuesday, June 16, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroPython.php.
For more info visit www.chpc.utah.edu.
CHPC: Hands-on Introduction to Python (session 2 of 3)
Hands-on Introduction to Python (session 2 of 3), presented by Robben Migacz and Michael Ramshaw.
Campus Wide Event: Yes.
Thursday, June 18, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroPython.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, June 19, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Hands-on Introduction to Python (session 3 of 3)
Hands-on Introduction to Python (session 3 of 3), presented by Robben Migacz and Michael Ramshaw.
Campus Wide Event: Yes.
Tuesday, June 23, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroPython.php.
For more info visit www.chpc.utah.edu.
CHPC: Using Python at the CHPC
Using Python at the CHPC, presented by Robben Migacz.
Campus Wide Event: No.
Thursday, June 25, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/usingpythonatchpc.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, June 26, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Hands-on Introduction to R (session 1 of 3)
Hands-on Introduction to R (session 1 of 3), presented by Wim Cardoen and Ashley Dederich.
Campus Wide Event: Yes.
Tuesday, June 30, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroR.php.
For more info visit www.chpc.utah.edu.
CHPC: Hands-on Introduction to R (session 2 of 3)
Hands-on Introduction to R (session 2 of 3), presented by Wim Cardoen and Ashley Dederich.
Campus Wide Event: Yes.
Thursday, July 2, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroR.php.
For more info visit www.chpc.utah.edu.
Independence Day
University Observed Holidays
Campus Wide Event: Yes.
Friday, July 3, 2026.
CHPC: Monthly AI Discussion Forum
The Center for High Performance Computing hosts a monthly discussion of artificial intelligence for research computing and data. Registration is not required.
https://utah.zoom.us/j/88531279826?pwd=QvnC4a7UsD7Q3uJx9by2PCUS7xhpi1.1
Meeting ID: 885 3127 9826
Passcode: 963756.
Campus Locations: Zoom. Campus Wide Event: Yes.
Tuesday, July 7, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Hands-on Introduction to R (session 3 of 3)
Hands-on Introduction to R (session 3 of 3), presented by Wim Cardoen and Ashley Dederich.
Campus Wide Event: Yes.
Tuesday, July 7, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroR.php.
For more info visit www.chpc.utah.edu.
CHPC: Introduction to Parallel Computing
Introduction to Parallel Computing, presented by Martin Cuma and Michael Ramshaw.
Campus Wide Event: Yes.
Thursday, July 9, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/IntroParallel.php.
For more info visit www.chpc.utah.edu.
CHPC: AI Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, July 10, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Using R at the CHPC
Using R at the CHPC, presented by Ashley Dederich.
Campus Wide Event: No.
Tuesday, July 14, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/usingratchpc.php.
For more info visit www.chpc.utah.edu.
CHPC: Hands-on Guide to Starting Jobs with Slurm
Hands-on Guide to Starting Jobs with Slurm, presented by Ashley Dederich.
Campus Wide Event: No.
Thursday, July 16, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/runningjobsatchpcwithslurm.php.
For more info visit www.chpc.utah.edu.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, July 17, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.
CHPC: Workflows Using Snakemake
Workflows Using Snakemake, presented by Brandon Claridge.
Campus Wide Event: No.
Tuesday, July 21, 2026, 1:00 PM – 3:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/snakemake.php.
For more info visit www.chpc.utah.edu.
CHPC: Coding Agents at the CHPC
Coding Agents at the CHPC, presented by Brandon Claridge.
Campus Wide Event: No.
Thursday, July 23, 2026, 1:00 PM – 2:00 PM.
Zoom; see https://www.chpc.utah.edu/presentations/coding-agents.php.
For more info visit www.chpc.utah.edu.
Pioneer Day
University Observed Holidays
Campus Wide Event: Yes.
Friday, July 24, 2026.
CHPC: Virtual Office Hours
Campus Locations: Zoom. Campus Wide Event: No.
Friday, July 31, 2026, 12:00 PM – 1:00 PM.
For more info visit utah.zoom.us.