Kyle Bystrom - Publications, H-index & Citations

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Kyle Bystrom

bosch

7H-index

13Paper Count

1.1KCitation Count

Published Papers 6

Publication Date

Training Machine-Learned Density Functionals on Band Gaps

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2024-08-23

OAAI

Bystrom, Kyle; Falletta, Stefano; Kozinsky, Boris

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Nonlocal machine-learned exchange functional for molecules and solids

PHYSICAL REVIEW B

IF3.7

2024-08-15

OAAI

Bystrom, Kyle; Kozinsky, Boris

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Complexity of many-body interactions in transition metals via machine-learned force fields from the TM23 data set

NPJ COMPUTATIONAL MATERIALS

IF11.9

2024-05-07

OAAI

Owen, Cameron J.; Torrisi, Steven B.; Xie, Yu; Batzner, Simon; Bystrom, Kyle; Coulter, Jennifer; Musaelian, Albert; Sun, Lixin; Kozinsky, Boris

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High-throughput calculations of charged point defect properties with semi-local density functional theory-performance benchmarks for materials screening applications

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-05-04

OAAI

Broberg, Danny; Bystrom, Kyle; Srivastava, Shivani; Dahliah, Diana; Williamson, Benjamin A. D.; Weston, Leigh; Scanlon, David O.; Rignanese, Gian-Marco; Dwaraknath, Shyam; Varley, Joel; Persson, Kristin A.; Asta, Mark; Hautier, Geoffroy

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CIDER: An Expressive, Nonlocal Feature Set for Machine Learning Density Functionals with Exact Constraints

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2022-03-02

OAAI

Bystrom, Kyle; Kozinsky, Boris

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Matminer: An open source toolkit for materials data mining

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2018-09-01

675

OAAI

Ward, Logan; Dunn, Alexander; Faghaninia, Alireza; Zimmermann, Nils E. R.; Bajaj, Saurabh; Wang, Qi; Montoya, Joseph; Chen, Jiming; Bystrom, Kyle; Dylla, Maxwell; Chard, Kyle; Asta, Mark; Persson, Kristin A.; Snyder, G. Jeffrey; Foster, Ian; Jain, Anubhav

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Research Directions