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 1.4 - published on 19 Mar 2021

doi:10.21981/8NFE-2F13 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

2,341

249 283 308 317 323 347 366 383 486 648 657 985 1,063 1,088 1,291 1,340 1,406 1,428 1,457 1,483 1,618 1,750 1,814 2,106 2,133 2,164 2,266 2,314 2,341

Users By Organization Type

Type	Users
Unidentified	2,214 (94.57%)
Educational - University	118 (5.04%)
National Lab	3 (0.13%)
Unemployed	2 (0.09%)
Industry	2 (0.09%)
Government Agency	1 (0.04%)
Educational - Unspec. Level	1 (0.04%)

Users by Country of Residence

Country	Users
UNITED STATES	66 (62.86%)
INDIA	18 (17.14%)
KOREA, REPUBLIC OF	4 (3.81%)
CHINA	4 (3.81%)
CANADA	3 (2.86%)
BANGLADESH	3 (2.86%)
UKRAINE	2 (1.9%)
UNITED KINGDOM	2 (1.9%)
VIET NAM	2 (1.9%)
CHILE	1 (0.95%)

Simulation Runs

11,895 May 2021

975 1175 1624 1706 1752 1862 1964 2076 2427 3063 3116 4095 4981 5109 6688 7075 7408 7586 7737 7880 8396 8922 9278 10199 10435 10667 11346 11765 11895

Overview

	Average	Total
Wall Clock Time	4.33 hours	1186.47 days
CPU time	3.03 minutes	13.86 days
Interaction Time	2.86 hours	783.89 days