Katherine Van Kirk
- Hardware-efficient learning of quantum many-body states
2022/12/12 by Katherine Van Kirk, Jordan Cotler, Van Kirk, Katherine +5 · 6 citations
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Cold Atom Physics and Bose-Einstein Condensates #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Quantum many-body systems #Strongly Correlated Electrons (cond-mat.str-el)
- Strategies for running the QAOA at hundreds of qubits
2024/10/03 by Brandon Augustino, Augustino, Brandon, Madelyn Cain +13 · 3 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Derandomized shallow shadows: Efficient Pauli learning with bounded-depth circuits
2024/12/25 by Katherine Van Kirk, Christian Kokail, Van Kirk, Katherine +17 · 2 citations
Computer Science · Engineering · #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques #Ferroelectric and Negative Capacitance Devices