About Me

Welcome! I am a Lecturer in the School of Computing at the University of Georgia. My research explores the use of machine learning techniques in precision agriculture and audio analysis, combining computational models with real-world data to enhance understanding and outcomes in these domains. My broader interests include artificial intelligence in agriculture, deep learning, climate science, image processing, audio processing, and AI-driven full-stack development for web and mobile applications.

I received my Ph.D. from the University of Georgia where I currently hold the position of Lecturer.

Research Interests

Selected Publications

"Utility of Domain Adaptation for Biomass Yield Forecasting."

Vance, Jonathan M., et al. AgriEngineering 7.7 (2025): 237.

"Data synthesis for alfalfa biomass yield Estimation."

Vance, Jonathan, et al. AI 4.1 (2022): 1-15.

Teaching

CSCI 1301E: Introduction to Computation

Summer 2026

CSCI 2610: Discrete Mathematics

Fall 2026

CSCI 3030: Ethics in Computing and Society

Fall 2026

Contact

GitHub

LinkedIn

Google Scholar

thejonathanvance at gmail