Teaching: Introduction to Stochastic Thermodynamics, UC Berkeley
Introduction to stochastic thermodynamics, Spring 2023, Chem 220b @ UC Berkeley. I’m teaching this class this one time only!
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Upcoming
Amica Conference: Thermodynamic Approaches to Artificial Intelligence. March 9-11, 2026, Karuizawa, Japan.
Tech. Note: Gates, States, and Circuits
Notes on the circuit model of quantum computing. Currently mostly an exposition on the menagerie of quantum gates.
Article: Thermodynamic natural gradient descent
We show that natural gradient descent can have a similar computational complexity per iteration to a first-order method, when employing appropriate hardware.
Preprint: Solving the compute crisis with physics-based ASICs
Physics-based Application-Specific Integrated Circuits present a transformative paradigm by directly harnessing intrinsic physical dynamics for computation.