Search Results for author: Maxwell Hutchinson

Found 2 papers, 1 papers with code

Multivariate Prediction Intervals for Random Forests

2 code implementations4 May 2022 Brendan Folie, Maxwell Hutchinson

Accurate uncertainty estimates can significantly improve the performance of iterative design of experiments, as in Sequential and Reinforcement learning.

Prediction Intervals Reinforcement Learning (RL)

Building Data-driven Models with Microstructural Images: Generalization and Interpretability

no code implementations1 Nov 2017 Julia Ling, Maxwell Hutchinson, Erin Antono, Brian DeCost, Elizabeth A. Holm, Bryce Meredig

As data-driven methods rise in popularity in materials science applications, a key question is how these machine learning models can be used to understand microstructure.

BIG-bench Machine Learning

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