YoVDO

Time-Dependent Hamiltonian Simulation of Highly Oscillatory Dynamics - IPAM at UCLA

Offered By: Institute for Pure & Applied Mathematics (IPAM) via YouTube

Tags

Hamiltonian Simulation Courses Quantum Computing Courses Complexity Courses Molecular Dynamics Courses Numerical Linear Algebra Courses Electronic Structure Theory Courses Time-dependent Hamiltonians Courses Quantum Machine Learning Courses

Course Description

Overview

Explore a 35-minute lecture on time-dependent Hamiltonian simulation of highly oscillatory dynamics presented by Di Fang from the University of California, Berkeley. Delve into the quantum Highly Oscillatory Protocol (qHOP), a novel algorithm designed to handle both large operator norms and rapid changes in time-dependent Hamiltonians simultaneously. Discover how this method achieves superconvergence for digital simulation of the Schrödinger equation, with applications in electronic structure theory, molecular dynamics, and quantum machine learning. Examine topics such as numerical quadrature, complexity analysis, error estimation, and pseudodifferential calculus. Gain insights into the challenges and future directions of this cutting-edge research in quantum numerical linear algebra.

Syllabus

Introduction
Hamiltonian Simulation
Timedependent Hamiltonian
Challenges
Numerical quadrature
Complexity
Error
Second Order Accuracy
Pseudodifferential calculus
Summary
Future work


Taught by

Institute for Pure & Applied Mathematics (IPAM)

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