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mbd
psimpy
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7c3f5d41
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7c3f5d41
authored
2 years ago
by
Hu Zhao
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docs: add ref for active learning
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docs/source/refs.bib
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7c3f5d41
...
@@ -62,6 +62,16 @@
...
@@ -62,6 +62,16 @@
author
=
"Jon Herman and Will Usher"
author
=
"Jon Herman and Will Usher"
}
}
@article
{
Kandasamy2017
,
title
=
"Query efficient posterior estimation in scientific experiments via {Bayesian} active learning"
,
journal
=
"Artificial Intelligence"
,
volume
=
"243"
,
pages
=
"45--56"
,
year
=
"2017"
,
doi
=
"https://doi.org/10.1016/j.artint.2016.11.002"
,
author
=
"Kirthevasan Kandasamy and Jeff Schneider and Barnab{\'a}s P{\'o}czos"
,
}
@article
{
LeGratiet2014
,
@article
{
LeGratiet2014
,
title
=
"A {Bayesian} approach for global sensitivity analysis of (multifidelity) computer codes"
,
title
=
"A {Bayesian} approach for global sensitivity analysis of (multifidelity) computer codes"
,
journal
=
"SIAM/ASA Journal on Uncertainty Quantification"
,
journal
=
"SIAM/ASA Journal on Uncertainty Quantification"
,
...
@@ -106,6 +116,17 @@
...
@@ -106,6 +116,17 @@
author
=
"Andrea Saltelli and Paola Annoni and Ivano Azzini and Francesca Campolongo and Marco Ratto and Stefano Tarantola"
author
=
"Andrea Saltelli and Paola Annoni and Ivano Azzini and Francesca Campolongo and Marco Ratto and Stefano Tarantola"
}
}
@article
{
Wang2018
,
title
=
"Adaptive {Gaussian} process approximation for {Bayesian} inference with expensive likelihood functions"
,
journal
=
"Neural Computation"
,
volume
=
"30"
,
number
=
"11"
,
pages
=
"3072--3094"
,
year
=
"2018"
,
doi
=
"10.1162/neco_a_01127"
,
author
=
"Hong Qiao Wang and Jing Lai Li"
}
@article
{
Zhao2021a
,
@article
{
Zhao2021a
,
title
=
"Emulator-based global sensitivity analysis for flow-like landslide run-out models"
,
title
=
"Emulator-based global sensitivity analysis for flow-like landslide run-out models"
,
journal
=
"Landslides"
,
journal
=
"Landslides"
,
...
@@ -124,3 +145,15 @@
...
@@ -124,3 +145,15 @@
year
=
{2021}
,
year
=
{2021}
,
doi
=
{10.18154/RWTH-2021-11693}
doi
=
{10.18154/RWTH-2021-11693}
}
}
@article
{
Zhao2022
,
title
=
{Bayesian active learning for parameter calibration of landslide run-out models}
,
journal
=
{Landslides}
,
volume
=
{19}
,
number
=
{}
,
pages
=
{2033--2045}
,
year
=
{2022}
,
doi
=
{https://doi.org/10.1007/s10346-022-01857-z}
,
author
=
{Zhao, Hu and Kowalski, Julia}
}
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