Machine Learning for Materials Science: Part 1

By Juan Carlos Verduzco Gastelum¹, Alejandro Strachan¹, Saaketh Desai¹

1. Purdue University

Machine learning and data science tools applied to materials science

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Version 1.3 - published on 01 Apr 2020

doi:10.21981/WGQC-3249 cite this

Open source: license | download

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Usage

World usage

Location of all "Machine Learning for Materials Science: Part 1" Users Since Its Posting

• Monthly
• Yearly
• Cumulative

Cumulative Simulation Users

1,408

249 283 308 317 323 347 366 383 486 648 657 985 1,063 1,088 1,291 1,340 1,406 1,408

Users By Organization Type

Type	Users
Unidentified	1,316 (93.47%)
Educational - University	86 (6.11%)
Unemployed	2 (0.14%)
Industry	2 (0.14%)
Educational - Unspec. Level	1 (0.07%)
National Lab	1 (0.07%)

Users by Country of Residence

Country	Users
UNITED STATES	54 (68.35%)
INDIA	11 (13.92%)
KOREA, REPUBLIC OF	3 (3.8%)
CHINA	3 (3.8%)
CANADA	2 (2.53%)
UNITED KINGDOM	2 (2.53%)
AUSTRALIA	1 (1.27%)
CROATIA	1 (1.27%)
COLOMBIA	1 (1.27%)
RUSSIAN FEDERATION	1 (1.27%)

Simulation Runs

7,418 Jun 2020

975 1175 1624 1706 1752 1862 1964 2076 2427 3063 3116 4095 4981 5109 6688 7075 7408 7418

Overview

	Average	Total
Wall Clock Time	2.01 hours	344.42 days
CPU time	4.14 minutes	11.8 days
Interaction Time	2.35 hours	401.99 days