Generative and Discriminative Models in Phase Transition Prediction

Accurate prediction of critical temperatures in phase transitions is crucial for understanding physical systems. Generative and discriminative models offer promising yet distinct approaches. Considering varying knowledge levels of the system, accessible data amounts, and computation resources of the...

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Bibliographic Details
Main Author: Zhang, Difei
Other Authors: Edelman, Alan
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/153849