معرفی
Marc Rubin is an Assistant Professor of Computer Science in the Math & Computer Science Department at Western Colorado University, where he combines teaching and interdisciplinary research. He holds a PhD from Colorado School of Mines (2014), an MS in Computer Science from University of Tennessee (2009), and an MS in Cybersecurity from Georgia Institute of Technology (2023). His academic career spans research in avalanche forecasting, wireless sensor networks, and machine learning applications in geosystems.
- Education:
- PhD, Colorado School of Mines, Computer Science (2014)
- MS, University of Tennessee, Computer Science (2009)
- MS, Georgia Institute of Technology, Cybersecurity (2023)
- BA, Colorado College, Psychology (2005)
Rubin's research focuses on using computational methods to solve complex environmental challenges. His work includes:
- Developing wireless seismic sensor systems for avalanche detection
- Applying machine learning algorithms to analyze snowpack weaknesses
- Creating "smart probe" technology for snowpack analysis
- Exploring interdisciplinary collaborations in geophysics and engineering
His expertise spans machine learning, software engineering, and embedded systems. Notable publications include:
- 2016 IEEE paper on seismic data compression
- 2015 ICNC presentation on intelligent geosystems
- 2014 Avalanche Review paper on AvySenseNet
Scientific honors include:
- NSF IGERT Fellowship
- American Avalanche Association Graduate Student Research Grant
At Western Colorado University, Rubin teaches courses ranging from introductory computer science to advanced topics like:
- Machine Learning (CS 303)
- Software Engineering (CS 412)
- Internet of Things (CS 380)
- Web Application Development (CS 250/350)
