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05/18/2023
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces
Typical generative diffusion models rely on a Gaussian diffusion process...
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12/09/2022
Mitigation of Spatial Nonstationarity with Vision Transformers
Spatial nonstationarity, the location variance of features' statistical ...
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09/20/2022
Predictive Scale-Bridging Simulations through Active Learning
Throughout computational science, there is a growing need to utilize the...
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02/05/2021
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning
Segmentation and analysis of individual pores and grains of mudrocks fro...
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05/06/2020