Sotabase

Career

· Senior Research Scientist, NVIDIA2024–
· IBM Quantum Research - Quantum Machine Learning Algorithms, IBM2021–2021
· Research Intern, NVIDIA2021–2021
· Research - Quantum Machine Learning Software, NVIDIA2021–2021
· Research Scientist, NVIDIA2021–2024
· Instructor, Kaplan Test Prep2015–2015
· Research, Chapman University Institute for Quantum Studies2014–2017

Publications (28)

A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
Proceedings of the National Academy of Sciences of the United States of America · 2021
176
cited
Entanglement devised barren plateau mitigation
Physical Review Research · 2020
171
cited
Towards large-scale quantum optimization solvers with few qubits
Nature Communications · 2024
46
cited
Controlling Interactions between Quantum Emitters Using Atom Arrays.
Physical Review Letters · 2020
34
cited
Photon control and coherent interactions via lattice dark states in atomic arrays
Physical Review Research · 2021
34
cited
Variational Quantum Optimization with Multi-Basis Encodings
Physical Review Research · 2021
26
cited
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More
arXiv.org · 2021
20
cited
Optical Control of a Single Nuclear Spin in the Solid State.
Physical Review Letters · 2018
19
cited
Markov chain Monte Carlo enhanced variational quantum algorithms
Quantum Science and Technology · 2021
17
cited
Towards a scalable discrete quantum generative adversarial neural network
Quantum Science and Technology · 2022
12
cited
Optimized geometries for cooperative photon storage in an impurity coupled to a two-dimensional atomic array
Physical Review A · 2022
11
cited
Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints
Quantum · 2022
11
cited
TensorLy-Quantum: Quantum Machine Learning with Tensor Methods
2021
11
cited
Quantum computing with subwavelength atomic arrays
Physical Review A · 2023
9
cited
Zero and Finite Temperature Quantum Simulations Powered by Quantum Magic
Quantum · 2023
7
cited
Near-term distributed quantum computation using mean-field corrections and auxiliary qubits
Quantum Science and Technology · 2023
6
cited
Nonlinear Quantum Optimization Algorithms via Efficient Ising Model Encodings
2021
5
cited
Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems
arXiv.org · 2024
4
cited
Expressive quantum perceptrons for quantum neuromorphic computing
Quantum Science and Technology · 2022
3
cited
GPU-accelerated Effective Hamiltonian Calculator
Quantum · 2024
3
cited
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Taylor L. Patti | Researcher Profile | Sotabase | Sotabase