Lecture Notes and Reading Material
We have online
access to IEEE and ACM publications (among others). Most articles
below require that you find and download them, which means that
you get some experience in literature search on the side. If you have
problems with the download, please read about their access
mechanisms and report problems to the library.
- Introduction
PPT
- Quantum Annealing
PPT
- D-Wave Programming
PPT and
video
8/27 Passcode: &1&TPXYE plus
video
8/29 Passcode: 89H^%NtM
- Foundations: Linear Algebra and Quantum Mechanics
PPT
- Quantum gates and Circuits and Quantum Mechanics
PPT
- Programming with IBM Qiskit
PPT and
video
9/19 Passcode: x1F+$W9Q
- Quantum Algorithms
PPT and
video
10/1 missing,
video
10/3 Passcode: J!3mq0a7
- Advanced Quantum Algorithms
PPT
- Noisy Intermediate Scale Quantum (NISQ) Computing
PPT
- Variational Quantum Algorithms (VQA)
PPT
- Variational Quantum Eigensolver (VQE)
PPT
- Quantum Approxiamte Optimization Algorithm (QAOA)
PPT
- Fault Tolerant Quantum Computing (FTQC)
PPT
- NISQ Research Part 1
PPT and
video 11/17/22 class, (Passcode: v*@y*us5)
Compilers
- ScaffCC:
A Framework for Compilation and Analysis of Quantum
Computing Programs. Ali JavadiAbhari, Shruti Patil,
Daniel Kudrow, Jeff Heckey, Alexey Lvov, Frederic
T. Chong, Margaret Martonosi in
Frontiers'14. Best Paper Award.
ScaffCC on
github.
- Full-Stack,
Real-System Quantum Computer Studies: Architectural
Comparisons and Design Insights. by P. Murali,
N. M. Linke, M. Martonosi, A. J. Abhari, N. H. Nguyen,
C. H. Alderete. International Symposium on Computer
Architecture in ISCA'19
- Tackling the
Qubit Mapping Problem for NISQ-Era Quantum Devices
by Gushu Li, Yufei Ding, Yuan Xie in ASPLOS'19
- Not all SWAPs
Have the Same Cost by Ji Liu, Peiyi Li, Huiyang Zhou in
HPCA'22
- Optimal Qubit
Mapping with Simultaneous Gate Absorption by Bochen Tan,
Jason Cong in ICCAD'21
- Paulihedral: A
Generalized Block-Wise Compiler Optimization Framework
For Quantum Simulation Kernels by Gushu Li, Anbang
Wu, Yunong Shi, Ali Javadi-Abhari, Yufei Ding, Yuan Xie
in ASPLOS'22
- NISQ Research Part 2
PPT (incl. in video for Part 1)
Noise Analysis Methods
- Ensemble of Diverse Mappings: Improving Reliability of
Quantum Computers by Orchestrating Dissimilar Mistakes by
Swamit Tannu and Moinuddin Qureshi,
in MICRO'19
- Mitigating Measurement Errors in Quantum
Computers by Exploiting State-Dependent Bias by
Swamit Tannu and Moinuddin Qureshi,
In proc. of 52nd Intl. Symposium on Microarchitecture (MICRO), Oct
2019
- Just-in-time
Quantum Circuit Transpilation Reduces Noise by Ellis
Wilson, Sudhakar Singh, Frank Mueller in QCE'20
- Mitiq: A software
package for error mitigation on noisy quantum computers
by Ryan LaRose, Andrea Mari, Sarah Kaiser, Peter
J. Karalekas, Andre A. Alves, Piotr Czarnik, Mohamed El
Mandouh, Max H. Gordon, Yousef Hindy, Aaron Robertson, Purva
Thakre, Misty Wahl, Danny Samuel, Rahul Mistri, Maxime
Tremblay, Nick Gardner, Nathaniel T. Stemen, Nathan Shammah,
William J. Zeng in QCE'22
- "Empirical
Evaluation of Circuit Approximations on Noisy Quantum
Devices" by Ellis Wilson, Frank Mueller, Lindsay
Bassman, Constin Iancu, in SC'21
Quantum Benchmarks
- SupermarQ: A
Scalable Quantum Benchmark Suite, Teague Tomesh, ...,
Margaret R. Martonosi, Fred Chong (HPCA 2022 Best Paper)
Quantum Volume Metric:
- Validating quantum
computers using randomized model circuits, Phys. Rev. A
100, 032328 (2019).
Quantum Debugging
- Statistical
Assertions for Validating Patterns and Finding Bugs in
Quantum Programs by Yipeng Huang and Margaret Martonosi
in International Symposium on Computer Architecture (ISCA),
2019.
- Quantum Circuits for Dynamic Runtime Assertions in
Quantum Computation by J. Liu, G. Byrd, and H. Zhou in
International Conference on Architectural Support (ASPLOS),
2020
Domain-Specific Languages
- Combining
Hard and Soft Constraints in Quantum Constraint-Satisfaction
Systems by Ellis Wilson, Frank Mueller, Scott Pakin (SC)
2022
- NISQ Research Part 3
PPT