Anthony Teate: Professor, IA, ISAT

• 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

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)

• 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