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Santa Fe Institute

Tutorial on Stochastic Thermodynamics - David Wolpert

Santa Fe Institute via YouTube

Overview

Explore stochastic thermodynamics in this comprehensive tutorial by David Wolpert from the Santa Fe Institute. Delve into key concepts such as the Landauer valve, approximate computing, Landauer's bound, and performance constraints. Examine the speed limit theorem, fixed initial distribution, and bit erasure. Investigate Turing machines, Commodore systems, and initial distribution. Analyze thermodynamic complexity, Neils Theorem, and the modification of idealized systems. Study loop 3 digital circuits and circuit design optimization problems. Gain insights into this complex field through expert explanations and engage with thought-provoking questions.

Syllabus

Intro
Landauer valve
Approximate computing
Landauers bound
Performance constraints
Speed limit theorem
Fixed initial distribution
Bit erasure
Turing machines
Commodore
Initial Distribution
Thermodynamic Complexity
Neils Theorem
How do idealized systems get modified
Loop 3 digital circuits
Circuit design optimization problem
Question

Taught by

Santa Fe Institute

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