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Gaussian process regression in 1D

By Ilias Bilionis¹, Alejandro Strachan¹, Benjamin P Haley¹, Martin Hunt¹, Rohit Kaushal Tripathy¹, Sam Reeve¹

1. Purdue University

Use Gaussian processes to represent x-y data

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Version 1.0 - published on 04 Dec 2014

doi:10.4231/D3CZ3259R cite this

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Usage

World usage

Location of all "Gaussian process regression in 1D" Users Since Its Posting

• Monthly
• Yearly
• Cumulative

Simulation Users

69 May 2018

7 10 11 14 17 22 24 27 27 28 29 30 30 30 31 31 34 34 34 36 36 38 38 39 39 42 46 49 50 50 52 54 57 58 58 61 63 64 65 67 67 69 69

Users By Organization Type

Type	Users
Unidentified	43 (62.32%)
Educational - University	25 (36.23%)
Industry	1 (1.45%)

Users by Country of Residence

Country	Users
UNITED STATES	17 (70.83%)
INDIA	4 (16.67%)
COLOMBIA	2 (8.33%)
ALGERIA	1 (4.17%)

Simulation Runs

325 May 2018

40 49 51 56 105 138 148 161 168 183 186 192 194 194 196 196 221 221 221 227 227 234 234 239 242 249 261 270 272 272 276 280 284 287 287 293 299 301 308 314 316 320 325

Overview

	Average	Total
Wall Clock Time	2.86 hours	22.62 days
CPU time	4.6 seconds	14.57 minutes
Interaction Time	55.12 minutes	7.27 days