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Bryce Meredig
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 6
Top Topics
Similarity Metrics
Scientific Discovery
Prior Probabilities
Data Mining
Top Venues
CoRR
ICDM Workshops
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Publications
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Eric S. Muckley
,
James E. Saal
,
Bryce Meredig
,
Christopher S. Roper
,
John H. Martin
Interpretable models for extrapolation in scientific machine learning.
CoRR
(2022)
Rachel C. Kurchin
,
Eric Muckley
,
Lance Kavalsky
,
Vinay Hegde
,
Dhairya Gandhi
,
Xiaoyu Sun
,
Matthew Johnson
,
Alan Edelman
,
James Saal
,
Christopher Vincent Rackauckas
,
Bryce Meredig
,
Viral B. Shah
,
Venkatasubramanian Viswanathan
ACED: Accelerated Computational Electrochemical systems Discovery.
CoRR
(2020)
Yoolhee Kim
,
Edward Kim
,
Erin Antono
,
Bryce Meredig
,
Julia Ling
Machine-learned metrics for predicting the likelihood of success in materials discovery.
CoRR
(2019)
Maxwell L. Hutchinson
,
Erin Antono
,
Brenna M. Gibbons
,
Sean Paradiso
,
Julia Ling
,
Bryce Meredig
Overcoming data scarcity with transfer learning.
CoRR
(2017)
Julia Ling
,
Maxwell Hutchinson
,
Erin Antono
,
Brian DeCost
,
Elizabeth A. Holm
,
Bryce Meredig
Building Data-driven Models with Microstructural Images: Generalization and Interpretability.
CoRR
(2017)
Ankit Agrawal
,
Bryce Meredig
,
Chris Wolverton
,
Alok N. Choudhary
A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining.
ICDM Workshops
(2016)