Improving Formal Methods Visualizations

Formal methods encompass mathematical techniques for specifying, validating and verifying software and hardware systems. While they are powerful, their use of technical and mathematical notations can be difficult to understand, validate, and debug for both experts and non-experts. Visualizations are an approach to simplifying this process. In this work, we present some early results from an interview study to understand how users of formal methods use visualizations in their workflow, and apply these findings to Penlloy, a domain-specific visualizer for formal methods.

Authors

Institutions

Publication Details

Published
2025-04-27
DOI
https://doi.org/10.1109/icse-companion66252.2025.00070
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Improving Formal Methods Visualizations

Avinash Palliyil
Complex Systems and Decision Making
article

Improving Formal Methods Visualizations

Avinash Palliyil
article en

Abstract

Formal methods encompass mathematical techniques for specifying, validating and verifying software and hardware systems. While they are powerful, their use of technical and mathematical notations can be difficult to understand, validate, and debug for both experts and non-experts. Visualizations are an approach to simplifying this process. In this work, we present some early results from an interview study to understand how users of formal methods use visualizations in their workflow, and apply these findings to Penlloy, a domain-specific visualizer for formal methods.

Georgia Institute of Technology (US)
Openalex Percentile: Top 84%
Complex Systems and Decision Making
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.