## Community

Meet the researchers and

developers using Forest to

develop quantum programs

and applications.

## Publications

Access to our real quantum hardware is empowering researchers across the world to push toward quantum advantage. We're proud to support this outstanding work.

### Demonstration of fidelity improvement using dynamical decoupling with superconducting qubits

Authors: Bibek Pokharel, Namit Anand, Benjamin Fortman, Daniel Lidar. Affiliation: Center for Quantum Information Science and Technology, University of Southern California.** More >**

### Exact Ising model simulation on a Quantum Computer

Author: Alba Cervera-Lierta. Affiliations: Barcelona Supercomputing Centre, University of Barcelona **More >**

### Quantum assisted quantum compiling

Authors: Sumeet Khatri, Ryan LaRose, Alexander Poremba, Lukasz Cincio, Andrew T. Sornborger, Patrick J. Coles. Affiliations: Los Alamos National Laboratory, Louisiana State University, Michigan State University **More >**

### Overview and Comparison of Gate Model Quantum Software Platforms

Author: Ryan LaRose. Affiliation: Michigan State University** More >**

### Experimental implementation of a Quantum Autoencoder using Quantum Adders

Authors: Yongcheng Ding, Lucas Lamata, Mikel Sanz, Xi Chen, Enrique Solano. Affiliations: Shanghai University; University of Basque; Basque Foundation for Science, Bilbao **More >**

### Bayesian Deep Learning on a Quantum Computer

Authors: Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek. Affiliations: Singapore University of Technology and Design, Centre for Quantum Technologies; National University of Singapore; The Barcelona Institute of Science and Technology ... ** More >**

### Universal Training Algorithm for Quantum Deep Learning

Authors: Guillaume Verdon, Jason Pye, Michael Broughton. Affiliations: Institute of Quantum Computing, University of Waterloo; Institute of Quantum Computing, Perimeter Institute, University of Waterloo **More >**

### Recovering noise-free quantum observables

Authors: Matthew Otten, Stephen Gray. Affiliation: Argonne National Laboratory **More >**

### Quantum Kitchen Sinks: An algorithm for machine learning on near-term quantum computers

C. M. Wilson, J. S. Otterbach, N. Tezak, R. S. Smith, G. E. Crooks, M. P. da Silva. Affiliations: Rigetti Computing; Institute for Quantum Computing, University of Waterloo **More >**

### Simulation of Nonequilibrium Dynamics on a Quantum Computer

Authors: Henry Lamm, Scott Lawrence. Affiliation: University of Maryland **More >**

### Benchmarking of Quantum Processors with Random Circuits

Authors: James Wootton. Affiliation: University of Basel **More>**

### H2+ and H2O using constrained VQE

Authors: Ilya Ryabinkin, Scott Genin, Artur Izmaylov. Affiliations: University of Toronto, OTI Luminotics **More >**

### Bayesian Quantum Circuit

Authors: Yuxuan Du, Tongliang Liu, Dacheng Tao. Affiliation: UBTECH AI Centre Sydney, University of Sydney **More >**

### A quantum alternating operator ansatz with hard and soft constraints for lattice protein folding

Authors: Tomas Babej, Mark Fingerhuth, Christopher Ing. Affiliation: ProteinQure

**More >**

### Learning the quantum algorithm for quantum state overlap

Authors: Lukasz Cincio, Yiğit Subaşı, Andrew T. Sornborger, Patrick J. Coles. Affiliation: Los Alamos National Laboratory **More >**

### Cloud Quantum Computing of an Atomic Nucleus

Authors: Eugene Dumitrescu, Alex McCaskey, Gaute Hagen, Gustav Jansen, Titus Morris, Thomas Papenbrock, Raphael Pooser, David Dean, Pavel Lougovski. Affiliations: Oak Ridge National Laboratory, University of Tennessee-Knoxville** More >**

### Unsupervised machine learning on a quantum computer

Authors: J. S. Otterbach, R. Manenti, N. Alidoust, A. Bestwick, M. Block, B. Bloom, S. Caldwell, N. Didier, E. Schuyler Fried, S. Hong, P. Karalekas, C. B. Osborn, A. Papageorge, E. C. Peterson, G. Prawiroatmodjo, N. Rubin, Colm A. Ryan, D. Scarabelli, M. Scheer, E. A. Sete, P. Sivarajah, Robert S. Smith, A. Staley, N. Tezak, W. J. Zeng ... **More >**

### A quantum algorithm to train neural networks using short depth circuits

Authors: Guillaume Verdon, Michael Broughton, Jacob Biamonte. Affiliation: Institute of Quantum Computing, Waterloo; Skolkovo Institute of Science & Technology, Moscow; Perimeter Institute, Waterloo** More >**