Publications

2026
Journal Submitted (preprint on arXiv)
Boltzmann-Shannon Index: A Geometric-Aware Measure of Clustering Balance
E. Bossi, C. Tyler Diggans, and A. R. AlMomani
2026
Refereed Conferences AIAA SciTech Forum
Uncovering Direct Influence Networks of Takeoff Weight: Network Science and Information-Theoretic Approach
E. Bossi and A. R. AlMomani
2025
Journal 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
2024
Refereed Conferences 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
2023
Journal 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
Journal Entropy Open Access
Geometric Partition Entropy: Coarse-Graining a Continuous State Space
C. Tyler Diggans and A. R. AlMomani
 2022
Journal 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
Journal 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
Journal Chaos Open Access
The Essential Synchronization Backbone Problem
C. T. Diggans, J. Fish, A. R. AlMomani, and E. Bollt
 2021
Journal Chaos Open Access
Entropic Regression with Neurologically Motivated Applications
J. Fish, A. DeWitt, A. R. AlMomani, P. J. Laurienti, and E. Bollt
 2020
Journal 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
Journal 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
2016
Refereed Conferences 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
Refereed Conferences Intl. Symposium on Scheduling
Development of New Encoding Method for the Complex Production Systems
A. R. AlMomani, Q. J. E. Abu, and H. Yamamoto