Taylor L. Patti
- A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
2021/12/31 by Iddo Drori, Sarah Zhang, Reece Shuttleworth +16 · 3 voices · 16 citations
Computer Science · Mathematics · #Topic Modeling #Statistics Education and Methodologies #Intelligent Tutoring Systems and Adaptive Learning
- Artificial intelligence for quantum computing
2024/11/14 by Yuri Alexeev, Marwa H. Farag, Marwa Farag +56 · 2 voices · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Big Data and Digital Economy
- Variational Quantum Optimization with Multi-Basis Encodings
2021/06/24 by Taylor L. Patti, Jean Kossaifi, Patti, Taylor L. +5 · 3 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Towards a scalable discrete quantum generative adversarial neural network
2022/09/28 by Smit Chaudhary, Chaudhary, Smit, Patrick Huembeli +9 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
- Expressive Quantum Perceptrons for Quantum Neuromorphic Computing
2022/11/14 by Rodrigo Araiza Bravo, Khadijeh Najafi, Bravo, Rodrigo Araiza +7 · 1 citation
Computer Science · #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Extending Quantum Perceptrons: Rydberg Devices, Multi-Class Classification, and Error Tolerance
2024/11/13 by Ishita Agarwal, Taylor L. Patti, Agarwal, Ishita +7 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Neural Networks and Applications #Quantum Physics (quant-ph) #Statistical Mechanics and Entropy
- Component-Level Inverse Design of Transmon Qubits Using Neural Networks
2026/07/22 by Olivia Seidel, Firas Abouzahr, Abhishek Chakraborty +11
Physics and Astronomy · #quant-ph