Kyle Bystrom - Publications, H-index & Citations

Kyle Bystrom

bosch

7H指数

13论文数

1.1K被引数

收录论文 6

发表时间

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

Nonlocal machine-learned exchange functional for molecules and solids

PHYSICAL REVIEW B

IF3.7

2024-08-15

OAAI

Bystrom, Kyle; Kozinsky, Boris

Complexity of many-body interactions in transition metals via machine-learned force fields from the TM23 data set 通过来自TM23数据集的机器学习力场，过渡金属中的多体相互作用的复杂性

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

High-throughput calculations of charged point defect properties with semi-local density functional theory-performance benchmarks for materials screening applications 用半局部密度泛函理论对带电点缺陷特性进行高通量计算-材料筛选应用的性能基准

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

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

Matminer: An open source toolkit for materials data mining Matminer: 一个用于材料数据挖掘的开源工具包

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

研究方向