Guillermo H. Goldsztein

Environmental Science · Physical Sciences

12h-index623citations72works0.02yr avg
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Research Topics

Groundwater flow and contamination studies(12), Nonlinear Dynamics and Pattern Formation(8), Composite Material Mechanics(7), Evacuation and Crowd Dynamics(6), Structural Engineering and Vibration Analysis(5)

Publications72 total

Phase-locking dynamics of bi-directionally coupled electronic relaxation oscillators
Communications in Nonlinear Science and Numerical Simulation·2026Open Access
Wave like behavior in a column of ants. Mathematical modeling
Journal of Statistical Physics·2025Open Access
Converting subgroups of generators of a free group into free generators through directed graphs
Journal of Student Research·2025Open Access
Phase-locking dynamics of bi-directionally coupled electronic relaxation oscillators
SSRN Electronic Journal·2025Open Access
Analyzing Banknote Authenticity Through Neural Classification Models And Imaging Statistics
International Journal of Social Science and Economic Research·2025Open Access
Application of Machine Learning in Prediction of Lithofacies from Well Logs
Journal of Student Research·2024Open Access
Applying Machine Learning to Heart Disease Risk Analysis
Journal of Student Research·2024Open Access
Diagnosing Alzheimer’s Disease and Frontotemporal Dementia Using Machine Learning and EEG
Journal of Student Research·2023· 1 citedOpen Access
Sentiment Analysis to Identify Consumer Criticism of Artificial Intelligence: A ChatGPT Case Study
Journal of Student Research·2023Open Access
3-D Image Based Deep Learning for Dementia Diagnosis
Journal of Student Research·2023Open Access
Phase-locking dynamics for electronic relaxation oscillators via threshold pulse-modulation: Comparing experimental and analytical Arnold tongues
Physica D Nonlinear Phenomena·2023· 4 cited
Convolutional Neural Network Approach to Classifying the CIFAR-10 Dataset
Journal of Student Research·2023· 5 citedOpen Access
Utilizing Machine Learning to Predict the Number of Bikes in an Area
Journal of Student Research·2023Open Access
Audio Classification of Bird Species Using Convolutional Neural Networks
Journal of Student Research·2023· 1 citedOpen Access
Application of Convolutional Neural Networks to Classify Ambiguous Categories
Journal of Student Research·2023Open Access
Mathematics Behind the RSA Algorithm
Journal of Student Research·2023Open Access
Ant waves—Spontaneous activity waves in fire-ant columns
Science Advances·2023· 12 citedOpen Access
An Optimization of Machine Learning Approaches in the Forecasting of Global Financial Stability
Journal of Student Research·2022· 1 citedOpen Access
Using Machine Learning to Predict Penguin Species
Journal of Student Research·2022Open Access
Predicting the Chance of Heart Attack with a Machine Learning Approach – Supervised Learning
Journal of Student Research·2022· 1 citedOpen Access
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Frequent Co-authors

J. Carlos Santamarina(6), Steven H. Strogatz(6), Guido Kampel(4), Alice Nadeau(3), Oscar P. Bruno(3), Alberto Fernández‐Nieves(2), Fernando Broner(2), Caleb J. Anderson(2), Emma Behta(2), L. Q. English(2), John A. Pelesko(2), Perry W. Ellis(1), Daniel J. Pearce(1), Ya‐Wen Chang(1), Luca Giomi(1), Marco Terzariol(1), Angela Hohl(1), H. J. C. van der Linden(1), Rajarshi Roy(1), Anishka Mohanty(1)