Session • SC22

DescriptionQuantum computing is emerging as a remarkable technology that promises to achieve major scientific breakthroughs. This includes solving complex problems whose solution lies well beyond contemporary and even future supercomputers based on conventional technologies. Interacting with these quantum computers, including noisy-intermediate scale quantum devices, for both basic and applied research will require a unique collection of software tools.

The purpose of this workshop is to explore the innovative software needed to make quantum computing practical and accessible. The workshop will focus heavily on the tools and software for quantum computing with a particular emphasis on realized implementations.

Topics of interest for this workshop include but are not limited to: Languages, Compilers/Profilers, Quantum Machine Learning Software, Numerical Simulators, Workflows, Debugging/Verification, and Optimal Quantum Control Software.

Topics that are not relevant to the workshop include domain-specific applications of quantum computing, development of quantum computing hardware or devices, and benchmarking of quantum computers.

Workshop Website

Archive view

Presentations

8:30am - 8:40am CST	Introduction Presenter Yuri Alexeev
8:40am - 9:00am CST	Wide Quantum Circuit Optimization with Topology Aware Synthesis Author/Presenters Mathias Weiden Justin Kalloor John Kubiatowicz Ed Younis Costin Iancu
9:00am - 9:20am CST	Tierkreis: A Dataflow Framework for Hybrid Quantum-Classical Computing Author/Presenters Seyon Sivarajah Lukas Heidemann Alan Lawrence Ross Duncan
9:20am - 9:40am CST	Automated Quantum Memory Compilation with Improved Dynamic Range Author/Presenters Aviraj Sinha Elena Henderson Jessie Henderson Mitchell Thornton
9:40am - 10:00am CST	Exploring Non-Linear Programming Formulations in QuantumCircuitOpt for Optimal Circuit Design Author/Presenters Elena Henderson Harsha Nagarajan Carleton Coffrin
10:00am - 10:30am CST	Quantum Computing Software – Morning Break
10:30am - 10:50am CST	Neural Network Accelerator for Quantum Control Author/Presenters David Xu A. Baris Ozguler Giuseppe Di Guglielmo Nhan Tran Gabriel N. Perdue Luca Carloni Farah Fahim
10:50am - 11:10am CST	Rotation-Inspired Circuit Cut Optimization Author/Presenters Gideon Uchehara Tor Aamodt Olivia Di Matteo
11:10am - 11:30am CST	A Compiler for Universal Photonic Quantum Computers Author/Presenters Felix Zilk Korbinian Staudacher Tobias Guggemos Karl Fürlinger Kranzlmüller Dieter Walther Philip
11:30am - 11:50am CST	Predicting the Optimizability for Workflow Decisions Author/Presenters Burak Mete Martin Ruefenacht Martin Schulz
11:50am - 1:30pm CST	Quantum Computing Software – Lunch Break
1:30pm - 2:20pm CST	Featured Speaker Presenter Fred Chong
2:20pm - 2:40pm CST	A Q# Implementation of a Quantum Lookup Table for Quantum Arithmetic Functions Author/Presenters Rajiv Krishnakumar Mathias Soeken Martin Roetteler William Zeng
2:40pm - 3:00pm CST	Automated Error Mitigation Based on Probabilistic Error Reduction Author/Presenters Benjamin McDonough Andrea Mari Nathan Shammah Nathaniel T. Stemen Misty Wahl William J. Zeng Peter P. Orth
3:00pm - 3:30pm CST	Quantum Computing Software – Afternoon Break
3:30pm - 3:50pm CST	Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization Author/Presenters Tianyi Hao Ruslan Shaydulin Marco Pistoia Jeffrey Larson
3:50pm - 4:10pm CST	Memory-Efficient Differentiable Programming for Quantum Optimal Control of Discrete Lattices Author/Presenters Xian Wang Paul Kairys Sri Hari Krishna Narayanan Jan Hueckelheim
4:10pm - 4:30pm CST	Stochastic Approach for Simulating Quantum Noise Using Tensor Networks Author/Presenters William Berquist Danylo Lykov Minzhao Liu Yuri Alexeev
4:30pm - 5:00pm CST	Panel Discussion and Conclusion Moderator Yuri Alexeev Panelists Yuri Alexeev Dmitry Lyakh Wibe de Jong Travis Humble Hausi Muller Anders Petersson