tutorials.research¶ Analyze Barren Plateau in Quantum Neural Networks 1. Introduction to Barren Plateau 2. Random network structure 3. Loss function and optimization landscape 4. Visualization of the Optimization landscape References Training quantum process transformation with PQC Introduction Background Construct a PQC to train process transformation from scratch Parameterized Quantum CombNet - a ML tool for quantum process transformation training References Rediscovering Simon’s algorithm with PQC Introduction Simon’s algorithm Using PQC to rediscover Simon’s algorithm References Hamiltonian simulation via Trotter decomposition Introduction to Trotter decomposition Circuit Setup Verification of Trotter decomposition References