@INPROCEEDINGS{Saklani:REV-INR:2026, author={Saklani, Shanu and Athawale, Tushar M. and Pal, Nairita and Pugmire, David and Johnson, Christopher R. and Dutta, Soumya}, booktitle={2026 IEEE 19th Pacific Visualization Conference (PacificVis)}, title={REV-INR: Regularized Evidential Implicit Neural Representation for Uncertainty-Aware Volume Visualization}, year={2026}, volume={}, number={}, pages={204-214}, keywords={Modeling;Uncertainty;Visualization;Printing;Training;Computers;Learning (artificial intelligence);Computer graphics;Correlation;Equations;Computing methodologies—Machine learning;Human-centered computing—Visualization;Mathematics of computing—Probability and statistics;Computing methodologies—Computer graphics}, doi={10.1109/PacificVis68791.2026.00029}}