45 citations · 95 across the 5 of their papers we have counts for
4 papers · 1 filter
Solving Differential Equations via Continuous-Variable Quantum Computers
Martin Knudsen, Christian B. Mendl
We explore how a continuous-variable (CV) quantum computer could solve a classic differential equation, making use of its innate capability to represent real numbers in qumodes. Sp…
Quantum Algorithms for Solving Ordinary Differential Equations via Classical Integration Methods
Benjamin Zanger, Christian B. Mendl, Martin Schulz +1
Identifying computational tasks suitable for (future) quantum computers is an active field of research. Here we explore utilizing quantum computers for the purpose of solving diffe…
NetKet: A Machine Learning Toolkit for Many-Body Quantum Systems
Giuseppe Carleo, Kenny Choo, Damian Hofmann +15
We introduce NetKet, a comprehensive open source framework for the study of many-body quantum systems using machine learning techniques. The framework is built around a general and…
Time evolution of matrix product operators with energy conservation
Christian B. Mendl
We devise a numerical scheme for the time evolution of matrix product operators by adapting the time-dependent variational principle for matrix product states [J. Haegeman et al, P…