Search Results for author: Patrick Charbonneau

Found 3 papers, 1 papers with code

Resolving the two-dimensional ANNNI model using transfer matrices

no code implementations17 Dec 2020 Yi Hu, Patrick Charbonneau

The phase diagram of the two-dimensional ANNNI model has long been theoretically debated.

Statistical Mechanics Soft Condensed Matter

Comment on "Kosterlitz-Thouless-type caging-uncaging transition in a quasi-one-dimensional hard disk system" [Phys. Rev. Research 2, 033351 (2020)]

no code implementations23 Sep 2020 Yi Hu, Patrick Charbonneau

Research 2, 033351 (2020)] report a power-law decay of positional order in numerical simulations of hard disks confined within hard parallel walls, which they interpret as a Kosterlitz-Thouless-type caging-uncaging transition.

Soft Condensed Matter Statistical Mechanics

Classification of crystallization outcomes using deep convolutional neural networks

2 code implementations27 Mar 2018 Andrew E. Bruno, Patrick Charbonneau, Janet Newman, Edward H. Snell, David R. So, Vincent Vanhoucke, Christopher J. Watkins, Shawn Williams, Julie Wilson

The Machine Recognition of Crystallization Outcomes (MARCO) initiative has assembled roughly half a million annotated images of macromolecular crystallization experiments from various sources and setups.

BIG-bench Machine Learning Classification +1

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