%PDF-1.6
%
1 0 obj
<>
endobj
2 0 obj
<>stream
2021-11-23T12:14:16+05:30
Springer
2021-11-24T18:44:41+01:00
2021-11-24T18:44:41+01:00
Acrobat Distiller 10.1.8 (Windows); modified using iText® 5.3.5 ©2000-2012 1T3XT BVBA (SPRINGER SBM; licensed version)
Parameter estimation,Uncertainty quantification,MCMC,Emulation,Gaussian processes,Differential equations
application/pdf
https://doi.org/10.1007/s11222-021-10060-4
Springer US
Statistics and Computing, https://doi.org/10.1007/s11222-021-10060-4
Parameter estimation
Uncertainty quantification
MCMC
Emulation
Gaussian processes
Differential equations
Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models
L. Mihaela Paun
Dirk Husmeier
10.1007/s11222-021-10060-4
2010-04-23
true
springer.com
springerlink.com
https://doi.org/10.1007/s11222-021-10060-4
10.1007/s11222-021-10060-4
1573-1375
journal
Statistics and Computing
The Author(s)
2010-04-23
true
10.1007/s11222-021-10060-4
noindex
springer.com
springerlink.com
VoR
uuid:01d2d317-4809-4bd4-81c3-2484b3e43bae
uuid:267623c0-d9f2-4aa2-b155-23338ad4654c
default
1
converted
uuid:053a9bf4-38b5-41e4-9c91-7bae18a37e9d
converted to PDF/A-2b
pdfToolbox
2021-11-23T12:15:32+05:30
converted
uuid:f66982b5-d469-4ef0-a764-2a3b9914375f
converted to PDF/A-2b
pdfToolbox
2021-11-23T12:16:21+05:30
2
B
L. Mihaela Paun
http://orcid.org/0000-0002-8734-8135
http://ns.adobe.com/pdfx/1.3/
pdfx
Adobe Document Info PDF eXtension Schema
external
Mirrors crossmark:MajorVersionDate
CrossmarkMajorVersionDate
Text
external
Mirrors crossmark:CrossmarkDomainExclusive
CrossmarkDomainExclusive
Text
internal
Mirrors crossmark:DOI
doi
Text
external
Mirrors crossmark:CrosMarkDomains
CrossMarkDomains
seq Text
internal
A name object indicating whether the document has been modified to include trapping information
robots
Text
internal
ID of PDF/X standard
GTS_PDFXVersion
Text
internal
Conformance level of PDF/X standard
GTS_PDFXConformance
Text
internal
Company creating the PDF
Company
Text
internal
Date when document was last modified
SourceModified
Text
http://crossref.org/crossmark/1.0/
crossmark
Crossmark Schema
internal
Usual same as prism:doi
DOI
Text
external
The date when a publication was publishe.
MajorVersionDate
Text
internal
CrossmarkDomainExclusive
CrossmarkDomainExclusive
Text
internal
CrossMarkDomains
CrossMarkDomains
seq Text
http://prismstandard.org/namespaces/basic/2.0/
prism
Prism Schema
external
This element provides the url for an article or unit of content. The attribute platform is optionally allowed for situations in which multiple URLs must be specified. PRISM recommends that a subset of the PCV platform values, namely “mobile” and “web”, be used in conjunction with this element. NOTE: PRISM recommends against the use of the #other value allowed in the PRISM Platform controlled vocabulary. In lieu of using #other please reach out to the PRISM group at prism-wg@yahoogroups.com to request addition of your term to the Platform Controlled Vocabulary.
url
URI
external
The Digital Object Identifier for the article. The DOI may also be used as the dc:identifier. If used as a dc:identifier, the URI form should be captured, and the bare identifier should also be captured using prism:doi. If an alternate unique identifier is used as the required dc:identifier, then the DOI should be specified as a bare identifier within prism:doi only. If the URL associated with a DOI is to be specified, then prism:url may be used in conjunction with prism:doi in order to provide the service endpoint (i.e. the URL).
doi
Text
external
ISSN for an electronic version of the issue in which the resource occurs. Permits publishers to include a second ISSN, identifying an electronic version of the issue in which the resource occurs (therefore e(lectronic)Issn. If used, prism:eIssn MUST contain the ISSN of the electronic version.
issn
Text
internal
Volume number
volume
Text
internal
Issue number
number
Text
internal
Starting page
startingPage
Text
internal
Ending page
endingPage
Text
external
The aggregation type specifies the unit of aggregation for a content collection. Comment PRISM recommends that the PRISM Aggregation Type Controlled Vocabulary be used to provide values for this element. Note: PRISM recommends against the use of the #other value currently allowed in this controlled vocabulary. In lieu of using #other please reach out to the PRISM group at info@prismstandard.org to request addition of your term to the Aggregation Type Controlled Vocabulary.
aggregationType
Text
external
Title of the magazine, or other publication, in which a resource was/will be published. Typically this will be used to provide the name of the magazine an article appeared in as metadata for the article, along with information such as the article title, the publisher, volume, number, and cover date. Note: Publication name can be used to differentiate between a print magazine and the online version if the names are different such as “magazine” and “magazine.com.”
publicationName
Text
external
Copyright
copyright
Text
http://ns.adobe.com/pdf/1.3/
pdf
Adobe PDF Schema
internal
A name object indicating whether the document has been modified to include trapping information
Trapped
Text
http://ns.adobe.com/xap/1.0/mm/
xmpMM
XMP Media Management Schema
internal
UUID based identifier for specific incarnation of a document
InstanceID
URI
internal
The common identifier for all versions and renditions of a document.
DocumentID
URI
internal
The common identifier for all versions and renditions of a document.
OriginalDocumentID
URI
internal
A reference to the original document from which this one is derived. It is a minimal reference; missing components can be assumed to be unchanged. For example, a new version might only need to specify the instance ID and version number of the previous version, or a rendition might only need to specify the instance ID and rendition class of the original.
DerivedFrom
ResourceRef
Identifies a portion of a document. This can be a position at which the document has been changed since the most recent event history (stEvt:changed). For a resource within an xmpMM:Ingredients list, the ResourceRef uses this type to identify both the portion of the containing document that refers to the resource, and the portion of the referenced resource that is referenced.
http://ns.adobe.com/xap/1.0/sType/Part#
stPart
Part
http://www.aiim.org/pdfa/ns/id/
pdfaid
PDF/A ID Schema
internal
Part of PDF/A standard
part
Integer
internal
Amendment of PDF/A standard
amd
Text
internal
Conformance level of PDF/A standard
conformance
Text
Springer Nature ORCID Schema
http://springernature.com/ns/xmpExtensions/2.0/
sn
authorInfo
Bag AuthorInformation
external
Author information: contains the name of each author and his/her ORCiD (ORCiD: Open Researcher and Contributor ID). An ORCiD is a persistent identifier (a non-proprietary alphanumeric code) to uniquely identify scientific and other academic authors.
AuthorInformation
http://springernature.com/ns/xmpExtensions/2.0/authorInfo/
author
Specifies the types of author information: name and ORCID of an author.
name
Text
Gives the name of an author.
orcid
URI
Gives the ORCID of an author.
http://ns.adobe.com/xap/1.0/t/pg/
xmpTPg
XMP Paged-Text
internal
XMP08 Spec: An ordered array of plate names that are needed to print the document (including any in contained documents).
PlateNames
Seq Text
internal
A structure containing the characteristics of a font used in a document
Fonts
Bag Font
A structure containing the characteristics of a font used in a document.
http://ns.adobe.com/xap/1.0/sType/Font#
stFnt
Font
http://www.niso.org/schemas/jav/1.0/
jav
NISO
external
Values for Journal Article Version are one of the following:
AO = Author’s Original
SMUR = Submitted Manuscript Under Review
AM = Accepted Manuscript
P = Proof
VoR = Version of Record
CVoR = Corrected Version of Record
EVoR = Enhanced Version of Record
journal_article_version
Closed Choice of Text
endstream
endobj
3 0 obj
<>
endobj
7 0 obj
<>/Rect[107.145 636.636 108.141 648.093]>>
endobj
8 0 obj
<>/Rect[112.275 636.636 133.179 648.093]>>
endobj
9 0 obj
<>/Rect[260.667 574.365 261.663 585.822]>>
endobj
10 0 obj
<>/Rect[262.422 574.365 283.326 585.822]>>
endobj
11 0 obj
<>/Rect[109.683 499.647 110.679 511.104]>>
endobj
12 0 obj
<>/Rect[111.753 499.647 132.657 511.104]>>
endobj
13 0 obj
<>/Rect[212.067 499.647 213.063 511.104]>>
endobj
14 0 obj
<>/Rect[214.137 499.647 235.041 511.104]>>
endobj
15 0 obj
<>/Rect[190.494 474.744 191.49 486.201]>>
endobj
16 0 obj
<>/Rect[196.245 474.744 217.149 486.201]>>
endobj
17 0 obj
<>/Rect[256.671 474.744 257.667 486.201]>>
endobj
18 0 obj
<>/Rect[262.422 474.744 283.326 486.201]>>
endobj
19 0 obj
<>/Rect[148.554 462.288 149.55 473.745]>>
endobj
20 0 obj
<>/Rect[154.368 462.288 175.272 473.745]>>
endobj
21 0 obj
<>/Rect[241.524 462.288 242.52 473.745]>>
endobj
22 0 obj
<>/Rect[247.338 462.288 268.242 473.745]>>
endobj
23 0 obj
<>/Rect[190.449 325.299 191.445 336.756]>>
endobj
24 0 obj
<>/Rect[198.504 325.299 219.408 336.756]>>
endobj
25 0 obj
<>/Rect[114.525 263.037 115.521 274.494]>>
endobj
26 0 obj
<>/Rect[120.987 263.037 141.891 274.494]>>
endobj
27 0 obj
<>/Rect[288.153 238.125 289.149 249.582]>>
endobj
28 0 obj
<>/Rect[53.361 225.678 74.265 237.135]>>
endobj
29 0 obj
<>/Rect[193.509 200.766 198.798 212.223]>>
endobj
30 0 obj
<>/Rect[283.869 200.766 289.149 212.223]>>
endobj
31 0 obj
<>/Rect[149.202 188.319 154.5 199.776]>>
endobj
32 0 obj
<>/Rect[121.491 163.407 122.487 174.864]>>
endobj
33 0 obj
<>/Rect[128.052 163.407 148.956 174.864]>>
endobj
34 0 obj
<>/Rect[67.752 150.951 68.748 162.408]>>
endobj
35 0 obj
<>/Rect[74.628 150.951 95.532 162.408]>>
endobj
36 0 obj
<>/Rect[513.36 698.898 514.356 710.355]>>
endobj
37 0 obj
<>/Rect[520.029 698.898 540.933 710.355]>>
endobj
38 0 obj
<>/Rect[419.301 686.451 420.297 697.908]>>
endobj
39 0 obj
<>/Rect[424.701 686.451 445.605 697.908]>>
endobj
40 0 obj
<>/Rect[388.143 661.539 389.139 672.996]>>
endobj
41 0 obj
<>/Rect[395.397 661.539 416.301 672.996]>>
endobj
42 0 obj
<>/Rect[473.904 574.365 474.9 585.822]>>
endobj
43 0 obj
<>/Rect[476.406 574.365 497.31 585.822]>>
endobj
44 0 obj
<>/Rect[353.304 524.55 354.3 536.007]>>
endobj
45 0 obj
<>/Rect[356.211 524.55 377.115 536.007]>>
endobj
46 0 obj
<>/Rect[429.957 524.55 430.953 536.007]>>
endobj
47 0 obj
<>/Rect[432.864 524.55 453.768 536.007]>>
endobj
48 0 obj
<>/Rect[429.363 437.385 430.359 448.842]>>
endobj
49 0 obj
<>/Rect[431.154 437.385 452.058 448.842]>>
endobj
50 0 obj
<>/Rect[518.787 437.385 519.783 448.842]>>
endobj
51 0 obj
<>/Rect[520.578 437.385 541.482 448.842]>>
endobj
52 0 obj
<>/Rect[346.968 424.929 347.964 436.386]>>
endobj
53 0 obj
<>/Rect[349.551 424.929 370.455 436.386]>>
endobj
54 0 obj
<>/Rect[431.73 424.929 432.726 436.386]>>
endobj
55 0 obj
<>/Rect[434.304 424.929 455.208 436.386]>>
endobj
56 0 obj
<>/Rect[517.995 424.929 518.991 436.386]>>
endobj
57 0 obj
<>/Rect[520.578 424.929 541.482 436.386]>>
endobj
58 0 obj
<>/Rect[390.843 412.473 391.839 423.93]>>
endobj
59 0 obj
<>/Rect[395.244 412.473 416.148 423.93]>>
endobj
60 0 obj
<>/Rect[481.203 412.473 482.199 423.93]>>
endobj
61 0 obj
<>/Rect[485.595 412.473 506.499 423.93]>>
endobj
62 0 obj
<>/Rect[318.996 400.017 319.992 411.474]>>
endobj
63 0 obj
<>/Rect[321.03 400.017 341.934 411.474]>>
endobj
64 0 obj
<>/Rect[360.495 325.299 361.491 336.756]>>
endobj
65 0 obj
<>/Rect[363.276 325.299 384.18 336.756]>>
endobj
66 0 obj
<>/Rect[436.608 325.299 437.604 336.756]>>
endobj
67 0 obj
<>/Rect[439.38 325.299 460.284 336.756]>>
endobj
68 0 obj
<>/Rect[543.267 325.299 544.263 336.756]>>
endobj
69 0 obj
<>/Rect[305.163 312.852 326.067 324.309]>>
endobj
70 0 obj
<>/Rect[395.028 300.396 396.024 311.853]>>
endobj
71 0 obj
<>/Rect[397.962 300.396 418.866 311.853]>>
endobj
72 0 obj
<>/Rect[418.941 275.484 419.937 286.941]>>
endobj
73 0 obj
<>/Rect[420.444 275.484 441.348 286.941]>>
endobj
74 0 obj
<>/Rect[493.821 275.484 494.817 286.941]>>
endobj
75 0 obj
<>/Rect[495.324 275.484 516.228 286.941]>>
endobj
76 0 obj
<>/Rect[520.578 275.484 541.482 286.941]>>
endobj
77 0 obj
<>/Rect[367.902 263.037 368.898 274.494]>>
endobj
78 0 obj
<>/Rect[370.251 263.037 391.155 274.494]>>
endobj
79 0 obj
<>/Rect[514.386 263.037 515.382 274.494]>>
endobj
80 0 obj
<>/Rect[520.029 263.037 540.933 274.494]>>
endobj
81 0 obj
<>/Rect[477.738 188.319 478.734 199.776]>>
endobj
82 0 obj
<>/Rect[480.069 188.319 500.973 199.776]>>
endobj
83 0 obj
<>/Rect[324.63 175.863 325.626 187.32]>>
endobj
84 0 obj
<>/Rect[327.222 175.863 348.126 187.32]>>
endobj
85 0 obj
<>/Rect[375.147 150.951 376.143 162.408]>>
endobj
86 0 obj
<>/Rect[381.735 150.951 402.639 162.408]>>
endobj
87 0 obj
<>/Rect[472.302 150.951 473.298 162.408]>>
endobj
88 0 obj
<>/Rect[478.872 150.951 499.776 162.408]>>
endobj
89 0 obj
<>/Rect[324.621 138.504 325.617 149.961]>>
endobj
90 0 obj
<>/Rect[330.516 138.504 351.42 149.961]>>
endobj
91 0 obj
<>/Rect[410.751 138.504 411.747 149.961]>>
endobj
92 0 obj
<>/Rect[416.655 138.504 437.559 149.961]>>
endobj
93 0 obj
<>/Rect[481.392 138.504 482.388 149.961]>>
endobj
94 0 obj
<>/Rect[487.296 138.504 508.2 149.961]>>
endobj
95 0 obj
<>/Rect[326.439 126.048 327.435 137.505]>>
endobj
96 0 obj
<>/Rect[334.161 126.048 355.065 137.505]>>
endobj
97 0 obj
<>/Rect[423.72 126.048 424.716 137.505]>>
endobj
98 0 obj
<>/Rect[431.442 126.048 452.346 137.505]>>
endobj
99 0 obj
<>/Rect[543.267 126.048 544.263 137.505]>>
endobj
100 0 obj
<>/Rect[308.484 113.592 329.388 125.049]>>
endobj
6 0 obj
<>/ExtGState<>/ProcSet[/PDF/Text]/Font<>>>
endobj
4 0 obj
<>stream
x=rƕw~DU3,bLZK۲#n*
TO$ MQD./3߾$/ۢw)?\6g/囋 LUh/_.?,x^.>捺m/ey#;KP[eebLEqY]nxa2D'µś]|⳯"
L,K4*~a *Izٶgn+/~xz&J%jm~[\Fedכ(MCqĮtyW]ma`fuh*vdi,LzU};ueu>bXy(z #J̧Y 5t,w\"'h"828ڬm`O
"&I^U]u@#:b>Z͡~xzknp(
U~[^B
[͛EU4p?;:rȆ/q[@Lz8; x7M}n
wuMY7na)QH!duZfՕu*P:̀kV_Վnކ&H-7kdb[U_cq qPϩmMѝ[tܪ7Ŷ+G*]}X+UA[ڈ={RVmsF~՛7~3"6
vUm]F,6Еb:䆆4Kɀ{̑ u{L"иhmɨM,κ}
t4 SwMSrĨ!g.EQqhoC(VPѮ>3q/#tyC ($
ڄ#5ko{a' _BrGŐ7&Tqşcj NSzrWz]ՇEnL%k4V6`^@_JmuQ`f&'(`6'.;!h
sޯB2ԷxkdW%^[¸Fa-8V[jvW`(ΰ<;f
=F+\{5507F2Bu;`(rH0ϧGiWwz$}G\Ez3~bW7Z2zR_w$||hp䁓[Tr"+pá|<<d{x6 DC"uVo`s*8J\l=
Y~!IPJ\9`߿ c9