Generative AI Through Stochastic Dynamics: A Hands-On Guide to Thermodynamics, Diffusion Models, Langevin Dynamics, SDEs, Score Matching, Flow and Python

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Generative AI Through Stochastic Dynamics: A Hands-On Guide to Thermodynamics, Diffusion Models, Langevin Dynamics, SDEs, Score Matching, Flow and Python

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Generative AI Through Stochastic Dynamics: A Hands-On Guide to Thermodynamics, Diffusion Models, Langevin Dynamics, SDEs, Score Matching, Flow and Python

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  • 9798171341015

Independently Published

Nonequilibrium Thermodynamics in Stochastic Processes: From Langevin Dynamics to Brownian Motors

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Generative AI and Stochastic Thermodynamics: A Tale of Free Energies

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