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

Open source: license | download

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Usage

World usage

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

• Monthly
• Yearly
• Cumulative

Cumulative Simulation Users

89

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 69 70 70 71 71 72 72 73 74 74 74 74 75 75 76 77 78 78 79 80 80 81 82 83 83 83 84 85 86 86 87 87 87 88 89 89

Users By Organization Type

Type	Users
Unidentified	62 (69.66%)
Educational - University	26 (29.21%)
Industry	1 (1.12%)

Users by Country of Residence

Country	Users
UNITED STATES	18 (72%)
INDIA	4 (16%)
COLOMBIA	2 (8%)
ALGERIA	1 (4%)

Simulation Runs

359 May 2021

40 49 51 56 105 138 148 161 168 183 186 192 194 194 196 196 212 212 212 216 216 223 223 227 230 237 246 255 257 257 261 265 269 271 271 276 281 283 290 296 298 302 307 307 316 316 325 331 335 335 336 337 337 337 337 340 342 343 344 345 345 346 347 349 350 351 352 352 352 354 355 356 356 357 357 357 358 359 359

Overview

	Average	Total
Wall Clock Time	2.64 hours	22.85 days
CPU time	3.96 seconds	13.72 minutes
Interaction Time	50.74 minutes	7.33 days