People

Taylor Patti
Research Area(s)
Artificial Intelligence and Machine Learning
High Performance Computing
Quantum Computing
Main Field of Interest
Artificial Intelligence and Machine Learning
Google Scholar
https://scholar.google.com/citations?hl=en&user=_Ur0umMAAAAJ&view_op=list_works

Publications

2025

Augmenting Simulated Noisy Quantum Data Collection by Orders of Magnitude Using Pre-Trajectory Sampling with Batched Execution
Taylor Patti, Thien Nguyen, Justin Lietz, Alex McCaskey, Brucek Khailany
https://arxiv.org/abs/2504.16297
Expressive quantum perceptrons for quantum neuromorphic computing
Rodrigo Araiza Bravo, Taylor Patti, Khadijeh Najafi, Xun Gao, Susanne F. Yelin
https://iopscience.iop.org/article/10.1088/2058-9565/ad9fa4/meta
Towards large-scale quantum optimization solvers with few qubits
Marco Sciorilli, Lucas Borges, Taylor Patti, Diego Garcia-Martin, Giancarlo Camilo, Anima Anandkumar, Leandro Aolita

2024

Zero and Finite Temperature Quantum Simulations Powered by Quantum Magic
Andi Gu, Hong-Ye Hu, Di Luo, Taylor Patti, Nicholas C. Rubin, Susanne F. Yelin
https://quantum-journal.org/papers/q-2024-07-23-1422/
Near-term distributed quantum computation using mean-field corrections and auxiliary qubits
Abigail McClain-Gomez, Taylor Patti, Anima Anandkumar, Susanne F. Yelin
https://iopscience.iop.org/article/10.1088/2058-9565/ad3f45/meta
Quantum computing with subwavelength atomic arrays
Freya Shah, Taylor Patti, Oriol Rubies-Bigorda, Susanne F. Yelin
https://doi.org/10.1103/PhysRevA.109.012613

2023

Legate Sparse: Distributed Sparse Computing in Python
Rohan Yadav, Wonchan Lee, Melih Elibol, Taylor Patti, Manolis Papadakis, Michael Garland, Alex Aiken, Fredrik Kjolstad, Michael Bauer
Supercomputing
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Taylor Patti, Jean Kossaifi, Anima Anandkumar, Susanne F. Yelin
https://doi.org/10.22331/q-2023-07-12-1057
Towards a scalable discrete quantum generative adversarial neural network
Smit Chaudhary, Patrick Huembeli, Ian MacCormack, Taylor Patti, Jean Kossaifi, Alexey Galda
https://iopscience.iop.org/article/10.1088/2058-9565/acc4e4

2022

Optimized geometries for cooperative photon storage in an impurity coupled to a two-dimensional atomic array
Samuel Buckley-Bonanno, Stefan Ostermann, Oriol Rubies-Bigorda, Taylor Patti, Susanne F. Yelin
https://doi.org/10.1103/PhysRevA.106.053706
Editors' Suggestion
Variational quantum optimization with multibasis encodings
Taylor Patti, Jean Kossaifi, Anima Anandkumar, Susanne F. Yelin
https://doi.org/10.1103/PhysRevResearch.4.033142