4 papers
Quantum Simulation and Optimization of Water Distribution Networks
Carlos Romero Rocha, Nicolas Renaud, Koen Leijnse +2
To compute models for Water Distribution Networks (WDN), a large system of non-linear equations needs to be solved. The hallmark algorithm for computing these models is the Newton-…
QMCTorch: Molecular Wavefunctions with Neural Components for Energy and Force Calculations
Nicolas Renaud
In this paper, we present results obtained using QMCTorch, a modular framework for real-space Quantum Monte Carlo (QMC) simulations of small molecular systems. Built on the popular…
Hadamard Random Forest: Reconstructing real-valued quantum states with exponential reduction in measurement settings
Zhixin Song, Hang Ren, Melody Lee +3
Quantum tomography is a crucial tool for characterizing quantum states and devices and estimating nonlinear properties of the systems. Performing full quantum state tomography on a…
Quantum Radio Astronomy: Quantum Linear Solvers for Redundant Baseline Calibration
Nicolas Renaud, Pablo Rodríguez-Sánchez, Johan Hidding +1
The computational requirements of future large scale radio telescopes are expected to scale well beyond the capabilities of conventional digital resources. Current and planned tele…