This workshop, titled “Quantum Computing and Its Applications in Machine Learning and Cybersecurity,” is copyrighted by the University of Tennessee at Chattanooga and sponsored by Harnessing the Data Revolution (HDR): Data Science Corps (DSC) (Award No: 1924278).
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Day 1: Foundations and Introduction to Quantum Computing
8:30 AM – 9:00 AM: Registration and Welcome Coffee
9:00 AM – 9:15 AM: Opening Remarks
Speaker: Dr. Reinhold Mann, Professor/Vice Chancellor for Research.
9:15 AM – 10:30 AM: Session 1 – Mathematical Foundations of Quantum Computing (I)
Speaker: Dr. Chris Cox, Professor/Head of Math
Topics: Complex Numbers (Complex Arithmetic, Polar Form, Exponential Form), Probability (Brief Overview of Definitions and Properties), Linear Algebra (Vectors & Matrices, Eigenvalues & Eigenvectors, Inner & Outer Products), Tensor.
10:30 AM – 10:45 AM: Coffee Break
10:45 AM – 12:00 PM: Session 2 – Mathematics Foundation for Quantum Computing (II)
Speaker: Dr. Chris Cox, Professor/Head of Math
Topics: Vector Spaces & Hilbert Spaces, Connecting Math to Quantum, Orthogonal & Orthonormal, Unitary Operators, Reversibility & Completeness, Matrix Representation of a Linear Operator, Projection Operators & Their Properties
12:00 PM – 1:00 PM: Lunch Break
1:00 PM – 2:30 PM: Session 3 – Quantum Mechanics for Computing
Speaker: Dr. Tian Li, Assistant Professor of Physics
Topics: Quantum States, Superposition, Entanglement, Measurement
2:30 PM – 2:45 PM: Coffee Break
2:45 PM – 4:00 PM: Session 4 – Introduction to Quantum Computers
Speaker: Dr. Tian Li, Assistant Professor of Physics
Topics: Qubits, Quantum Gates, Quantum Circuits, Hardware Overview
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