Anthony Teate: Professor, IA, ISAT

Professor, IA, ISAT; Faculty Advisor, IEEE Computer Society
teateaa@jmu.edu
Contact Info
Education
- Ph.D. Electrical Engineering and Theoretical Physics, University of South Florida
- M.S. Physics, University of Michigan
- B.S. Physics, Morehouse College
Experience
- Professor, Department of Integrated Science and Technology, James Madison University, Harrisonburg, VA
- Director, Data Science and Applied Machine Learning Laboratory, James Madison University
- Associate Member of Technical Staff, AT&T Bell Laboratories (Phonon Physics)
- Founder, President & CEO, Neosentials, Inc. – Harrisonburg, VA
Scholarly Interests/Research Topics
- Modeling and Simulation of Nano-Scale 2-D and 3-D Systems (Tight-Binding Models; Optical, Electrical and Transport Properties)
- Applied Machine Learning (Multi-Level Perceptron, Artificial Neural Networks, Deep Learning, IoT and Embedded Devices)
- Software Development (Anaconda Data Science Platform, Scikit-Learn, TensorFlow, Python, C, C++, Android Programming)
- Stochastic Processes; Non-Linear Dynamics; Spontaneous Symmetry Breaking
- Data Science (Applied Machine Learning; Machine Leaning and Design of Nano-Scale Semiconducting Materials)
- Photovoltaics; Quantum Dot Physics;
- Quantum Computing
Courses Taught
Undergraduate Courses
- ISAT 152 Topics in Applied Physics
- ISAT 252 Programming and Problem Solving (Python, Programming Robots, Raspberry Pi)
- ISAT 253 Instrumentation and Measurement (using LabView)
- ISAT 301 Instrumentation & Measurement in Energy
- ISAT 340 Software Application Development (Databases, SQL, Web Apps, Flask, HTML)
- ISAT 341 Modeling and Simulation (Monte-Carlo Simulations, computational science, etc.)
- ISAT 410 Sustainable Energy Development
- ISAT 480 Data Science and Machine Learning with Python
- ISAT 480 Intro to Deep Learning and Artificial Neural Networks
- ISAT 480 Topics in ISAT (Mobile App Development, Web Services, SOA and BI)
- IA 241 Python Programming and Data Science (Anaconda Python, Jupyter Notebook, etc.)
- IA 340 Data Mining and Knowledge Discovery in Databases
Graduate Courses
- ISAT 511 Quantitative Methods for Systems Analysis
- ISAT 640 Information and Technology Management (MS SQl Server),
- ISAT 680 Reading and Research (Data Mining with SAS)
Associations
- Institute of Electrical and Electronics Engineers
- Institute of Electrical and Electronics Engineers Computer Society
- American Association of Physics Teachers
- Charlottesville Data Science Meetup Group
- ArXiv in Physics
- IBM Academic Alliance