Taylor Patti ![](/sites/default/files/person/thumbnail_IMG_3213.jpg) Research Area(s) [Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence) [High Performance Computing](/research-area/high-performance-computing) [Quantum Computing](/research-area/quantum-computing) Main Field of Interest [Artificial Intelligence and Machine Learning ](/research-area/machine-learning-artificial-intelligence) Google Scholar [https://scholar.google.com/citations?hl=en&user=\_Ur0umMAAAAJ&view\_op=list\_works](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](/publication/2025-11_augmenting-simulated-noisy-quantum-data-collection-orders-magnitude-using-pre) [Taylor Patti](/person/taylor-patti), Thien Nguyen, Justin Lietz, Alex McCaskey, [Brucek Khailany](/person/brucek-khailany) [Expressive quantum perceptrons for quantum neuromorphic computing](/publication/2025-01_expressive-quantum-perceptrons-quantum-neuromorphic-computing) Rodrigo Araiza Bravo, [Taylor Patti](/person/taylor-patti), Khadijeh Najafi, Xun Gao, Susanne F. Yelin [Towards large-scale quantum optimization solvers with few qubits](/publication/2025-01_towards-large-scale-quantum-optimization-solvers-few-qubits) Marco Sciorilli, Lucas Borges, [Taylor Patti](/person/taylor-patti), Diego Garcia-Martin, Giancarlo Camilo, Anima Anandkumar, Leandro Aolita ### 2024 [Zero and Finite Temperature Quantum Simulations Powered by Quantum Magic](/publication/2024-07_zero-and-finite-temperature-quantum-simulations-powered-quantum-magic) Andi Gu, Hong-Ye Hu, Di Luo, [Taylor Patti](/person/taylor-patti), Nicholas C. Rubin, Susanne F. Yelin [Near-term distributed quantum computation using mean-field corrections and auxiliary qubits](/publication/2024-05_near-term-distributed-quantum-computation-using-mean-field-corrections-and) Abigail McClain-Gomez, [Taylor Patti](/person/taylor-patti), Anima Anandkumar, Susanne F. Yelin [Quantum computing with subwavelength atomic arrays](/publication/2024-01_quantum-computing-subwavelength-atomic-arrays) Freya Shah, [Taylor Patti](/person/taylor-patti), Oriol Rubies-Bigorda, Susanne F. Yelin ### 2023 [Legate Sparse: Distributed Sparse Computing in Python](/publication/2023-11_legate-sparse-distributed-sparse-computing-python) Rohan Yadav, Wonchan Lee, [Melih Elibol](/person/melih-elibol), [Taylor Patti](/person/taylor-patti), Manolis Papadakis, [Michael Garland](/person/michael-garland), Alex Aiken, Fredrik Kjolstad, [Michael Bauer](/person/mike-bauer) [Supercomputing](https://sc23.supercomputing.org/presentation/?id=pap119&sess=sess172) [Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints](/index.php/publication/2023-07_quantum-goemans-williamson-algorithm-hadamard-test-and-approximate-amplitude) [Taylor Patti](/index.php/person/taylor-patti), [Jean Kossaifi](/index.php/person/jean-kossaifi), Anima Anandkumar, Susanne F. Yelin [Towards a scalable discrete quantum generative adversarial neural network](/publication/2023-04_towards-scalable-discrete-quantum-generative-adversarial-neural-network) Smit Chaudhary, Patrick Huembeli, Ian MacCormack, [Taylor Patti](/person/taylor-patti), [Jean Kossaifi](/person/jean-kossaifi), Alexey Galda ### 2022 [Optimized geometries for cooperative photon storage in an impurity coupled to a two-dimensional atomic array](/publication/2022-11_optimized-geometries-cooperative-photon-storage-impurity-coupled-two) Samuel Buckley-Bonanno, Stefan Ostermann, Oriol Rubies-Bigorda, [Taylor Patti](/person/taylor-patti), Susanne F. Yelin Editors' Suggestion [Variational quantum optimization with multibasis encodings](/index.php/publication/2022-08_variational-quantum-optimization-multibasis-encodings) [Taylor Patti](/index.php/person/taylor-patti), [Jean Kossaifi](/index.php/person/jean-kossaifi), Anima Anandkumar, Susanne F. Yelin