QuICS Courses

Fault-Tolerant Quantum Input/Output

Explore fault-tolerant quantum circuits with quantum inputs/outputs, enabling robust distributed quantum computing and communication over noisy channels.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Optimal Bounds and Computational Complexity of Perfect Quantum State Classification

Explore quantum state classification where learners make multiple guesses to identify unknown states with zero error, covering optimal bounds and computational complexity.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Fault-Tolerant Protocols Through Spacetime Concatenation

Discover fault-tolerant quantum error correction using spacetime concatenation framework for efficient syndrome extraction circuits and dynamical codes with hardware adaptability.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Quantum Machine Learning Workshop 2018

Explore cutting-edge quantum machine learning algorithms, optimization techniques, and applications through expert presentations on quantum-enhanced AI and computational methods.

• YouTube
• 12 hours 44 minutes
• Self-Paced
• Free Video

Cost Scaling for Matrix-Product and Tree-Tensor-Network Simulations of 2D and 3D Systems with Area-Law Entanglement

Explore tensor network states for simulating quantum many-body systems, comparing MPS vs TTNS efficiency in 2D/3D systems with area-law entanglement scaling analysis.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Non-Asymptotic Running-Time Analysis of Quantum Convex Optimization Algorithms

Explore non-asymptotic analysis of quantum convex optimization algorithms, focusing on SDP relaxations for QUBO problems and realistic performance estimates.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Scalable Error Correction Strategies and the Memory Capacity of Open Quantum Neural Networks

Explore quantum error correction strategies, fault-tolerant lattice surgery, and memory capacity of quantum neural networks for scalable quantum computation.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Generalized Quantum Signal Processing and Non-Linear Fourier Transform Are Equivalent

Explore the mathematical equivalence between generalized quantum signal processing and non-linear Fourier transforms in quantum algorithms.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Quantum Algorithms Through Graph Composition

Discover how graph composition provides a unified framework for developing time-efficient quantum query algorithms, with practical examples and black-box implementation methods.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Conditional Lower Bounds for Algorithms with Pre-processed Advice

Explore the tradeoffs between resources in algorithmic tasks with pre-processing phases, examining conditional lower bounds based on problems like 3SUM Indexing and potential quantum extensions.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Principle-Based Formulations of Quantum Theory - Density Matrices and POVM Elements

Delve into principle-based formulations of quantum theory through theorems characterizing density matrices and POVM elements, exploring physical and informational foundations of quantum systems.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Observation of String Breaking on a (2+1)D Rydberg Quantum Simulator

Explore the physics of confinement and string-breaking in gauge theories through Rydberg quantum simulators, examining how Rydberg atom arrays can model U(1) lattice gauge theory phenomena.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Certified Randomness from a Trapped-Ion Quantum Processor

Explore how trapped-ion quantum processors generate certified randomness, with applications in cryptography, privacy, and blockchain for improved security and fairness.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Quantum Codes as Robust Phases of Matter

Explore the deep connection between quantum error correction and phases of matter, discovering how quantum codes with check soundness represent absolutely stable phases with implications for thermodynamics.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Lost, but not Forgotten: Extracting Quantum Information in Noisy Systems

Explore quantum information preservation in noisy systems, focusing on quantum trees where information delocalization competes with noise effects, and learn about novel decoders that enable indefinite quantum information preservation.

• YouTube
• 57 minutes
• Self-Paced
• Free Video