Publications

Journal Articles

2025
Chaos Open Access
Generalizing Geometric Partition Entropy for the Estimation of Mutual Information in the Presence of Informative Outliers
C. Tyler Diggans and A. R. AlMomani
 2023
Chaos Editor's Pick Open Access
Boltzmann-Shannon Interaction Entropy: A Normalized Measure for Continuous Variables with an Application as a Subsample Quality Metric
C. Tyler Diggans and A. R. AlMomani
 2022
Entropy Open Access
Geometric Partition Entropy: Coarse-Graining a Continuous State Space
C. Tyler Diggans and A. R. AlMomani
 2022
Patterns In the news Open Access
Data-Driven Learning of Boolean Networks and Functions by Optimal Causation Entropy Principle
Jie Sun, A. R. AlMomani, and Erik Bollt
 2021
Nonlinear Processes in Geophysics Open Access
An Early Warning Sign of Critical Transition in the Antarctic Ice Sheet: A Data-Driven Tool for a Spatiotemporal Tipping Point
A. R. AlMomani and Erik Bollt
 2021
Chaos Open Access
The Essential Synchronization Backbone Problem
C. T. Diggans, J. Fish, A. R. AlMomani, and E. Bollt
 2021
Chaos Open Access
Entropic Regression with Neurologically Motivated Applications
J. Fish, A. DeWitt, A. R. AlMomani, P. J. Laurienti, and E. Bollt
 2020
Journal of Nonlinear Science
Go With the Flow, on Jupiter and Snow: Coherence from Model-Free Video Data Without Trajectories
A. R. AlMomani and Erik Bollt
 2020
Chaos Editor's Pick Open Access
How Entropic Regression Beats the Outliers Problem in Nonlinear System Identification
A. R. AlMomani, Jie Sun, and Erik Bollt

Refereed Conferences

2024
IEEE Frontiers in Education
WIP: Comparison of Large Language Models for Applied Mathematics Questions in Engineering Courses
C. Merlos, F. Hussain, S. Kar, L. Shri, O. Olugbenle, M. Banavar, and A. R. AlMomani
2016
IEEE ISCC
A Heuristic Approach for Overlay Content-Caching Network Design in 5G Wireless Networks
A. R. AlMomani, A. Argyriou, M. Erol-Kantarci, et al.
2006
Intl. Symposium on Scheduling
Development of New Encoding Method for the Complex Production Systems
A. R. AlMomani, Q. J. E. Abu, and H. Yamamoto

My Mentees' Work

2026
Submitted (preprint on arXiv)
Boltzmann-Shannon Index: A Geometric-Aware Measure of Clustering Balance
E. Bossi, C. Tyler Diggans, and A. R. AlMomani
2026
AIAA SciTech Forum
Uncovering Direct Influence Networks of Takeoff Weight: Network Science and Information-Theoretic Approach
E. Bossi and A. R. AlMomani

Selected Invited Talks

Initiatives to Improve Thunderstorm Prediction in the Southwest (co-author). UWWAS, Phoenix, AZ, 2025.

On the Method of Entropic Regression. SIAM Dynamical Systems, Snowbird, UT, 2019.

On Critical Phenomena Detection by Remote Sensing of the Marine Antarctica Ice Sheet. SIAM Math & Planet Earth, Philadelphia, 2018.

Coherence, Transport, and Inference in Turbulent Dynamical Systems. ONR 6.1 Peer Review, UCLA, 2017.

Flow-Field-Free Image-Processing Inference of Coherence, from Jupiter Observations, with Koopman Operator Connections. SIAM Annual Meeting, Boston, 2016.