Search Results for author: Katie Christensen

Found 2 papers, 0 papers with code

Diffusion-Based Joint Temperature and Precipitation Emulation of Earth System Models

no code implementations12 Apr 2024 Katie Christensen, Lyric Otto, Seth Bassetti, Claudia Tebaldi, Brian Hutchinson

Earth system models (ESMs) are the principal tools used in climate science to generate future climate projections under various atmospheric emissions scenarios on a global or regional scale.

Computational Efficiency

RoseNet: Predicting Energy Metrics of Double InDel Mutants Using Deep Learning

no code implementations20 Oct 2023 Sarah Coffland, Katie Christensen, Filip Jagodzinski, Brian Hutchinson

We explore and present how RoseNet is able to emulate the exhaustive data set using deep learning methods, and show to what extent it can predict Rosetta metrics for unseen mutant sequences with two InDels.

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