Austen Lamacraft
Austen Lamacraft
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Machine Learning and Statistical Mechanics II
Connections between machine learning and statistical physics
Austen Lamacraft
Last updated on May 26, 2021
Slides
Machine Learning and Statistical Mechanics I
Connections between machine learning and statistical physics
Austen Lamacraft
Last updated on May 24, 2021
Slides
Superdiffusion in spin chains
Recent excitement about KPZ physics in quantum spin chains at high temperatures
Austen Lamacraft
Last updated on May 24, 2021
Slides
Quantum Circuits of Dual Unitary Gates
Dual unitarity simplifies the calculation of many properties of quantum circuits
Austen Lamacraft
Last updated on Jan 28, 2021
Slides
Quantum Ground States from Reinforcement Learning
A new approach to neural quantum mechanics
Austen Lamacraft
Last updated on Jul 22, 2020
Slides
Quantum Ground States from Reinforcement Learning
Formulating quantum mechanics as optimal control
Austen Lamacraft
Last updated on Nov 27, 2019
Slides
Hamiltonian Neural Networks
Recent flurry of Hamiltonian activity in ML
Austen Lamacraft
Last updated on Oct 29, 2019
Slides
Circuit Models of Many Body Quantum Dynamics
A graphical calculus for unitary dynamics
Austen Lamacraft
Last updated on Sep 16, 2019
Slides
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