diff --git a/Lectures/L10_VnVContinued/VnVContinued.pdf b/Lectures/L10_VnVContinued/VnVContinued.pdf
index 35b6530ca523bf534e88c091f8552d3112390455..38c942fae6dc36dbec18c128baff84af1b95ea3a 100644
Binary files a/Lectures/L10_VnVContinued/VnVContinued.pdf and b/Lectures/L10_VnVContinued/VnVContinued.pdf differ
diff --git a/Lectures/L10_VnVContinued/VnVContinued.tex b/Lectures/L10_VnVContinued/VnVContinued.tex
index f1aef7b017553c8c9762ed20f79ee1eddd2562ef..255b5b9c5f25c3aec1a88fa1ede2e4a62d8059f4 100755
--- a/Lectures/L10_VnVContinued/VnVContinued.tex
+++ b/Lectures/L10_VnVContinued/VnVContinued.tex
@@ -458,7 +458,8 @@ constituents of compound conditions are exercised at least once
\item \uncover<2->{List is sorted}
\item \uncover<2->{Number of entries in file matches number of inputs}
\item \uncover<2->{Conservation of energy or mass}
-\item \uncover<2->{Expected trends in output are observed (metamorphic testing)}
+\item \uncover<2->{Expected trends in output are observed (metamorphic testing
+ \cite{Kanewala2015, KanewalaAndBieman2013, KanewalaAndLundgren2016})}
\item \uncover<2->{etc.}
\ei
\end{itemize}
diff --git a/ReferenceMaterial/KanewalaAndBieman2013.pdf b/ReferenceMaterial/KanewalaAndBieman2013.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ffb857aa1c9f6d350c4ba245e8370e5a3d90ad7c
Binary files /dev/null and b/ReferenceMaterial/KanewalaAndBieman2013.pdf differ
diff --git a/ReferenceMaterial/KanewalaEtAl2014.pdf b/ReferenceMaterial/KanewalaEtAl2014.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..ef466b3281c5b20407be5df4234129a2638d88a0
Binary files /dev/null and b/ReferenceMaterial/KanewalaEtAl2014.pdf differ
diff --git a/ReferenceMaterial/References.bib b/ReferenceMaterial/References.bib
index 86833829acf0311a6985c61eca70f30eb12d25d7..07fca16dc6027f8ff667d20c85a3126ff87c5e67 100644
--- a/ReferenceMaterial/References.bib
+++ b/ReferenceMaterial/References.bib
@@ -1,14 +1,51 @@
%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/
-
-%% Created for Spencer Smith at 2017-10-05 23:05:26 -0400
+%% Created for Spencer Smith at 2017-10-10 11:15:15 -0400
%% Saved with string encoding Unicode (UTF-8)
+@incollection{KanewalaAndLundgren2016,
+ Author = {Upulee Kanewala and Anders Lundgren},
+ Booktitle = {Software Engineering for Science},
+ Chapter = {Examples of the Application of Traditional Software Engineering Practices to Science},
+ Date-Added = {2017-10-10 15:14:43 +0000},
+ Date-Modified = {2017-10-10 15:14:43 +0000},
+ Editor = {Jeffrey C. Carver and Neil Chue Hong and George Thiruvathukal},
+ Pages = {151--174},
+ Publisher = {Taylor \& Francis},
+ Series = {Chapman \& Hall/{CRC} Computational Science},
+ Title = {Automated Metamorphic Testing of Scientific Software},
+ Year = {2016},
+ Bdsk-File-1 = {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}}
+
+@article{Kanewala2015,
+ Author = {Upulee Kanewala and James M. Bieman and Asa Ben-Hur},
+ Date-Added = {2017-10-10 15:10:19 +0000},
+ Date-Modified = {2017-10-10 15:10:19 +0000},
+ Journal = {Software Testing Verification and Reliability},
+ Title = {Predicting Metamorphic Relations for Testing Scientific Software: A Machine Learning Approach Using Graph Kernels},
+ Volume = {preprint},
+ Year = {2015},
+ Bdsk-File-1 = {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}}
+
+@inproceedings{KanewalaAndBieman2013,
+ Author = {U. Kanewala and J. M. Bieman},
+ Booktitle = {Software Engineering for Computational Science and Engineering (SE-CSE), 2013 5th International Workshop on},
+ Date-Added = {2017-10-10 15:10:19 +0000},
+ Date-Modified = {2017-10-10 15:10:19 +0000},
+ Doi = {10.1109/SECSE.2013.6615099},
+ Keywords = {learning (artificial intelligence);program diagnostics;program testing;domain knowledge;fault finding ability;machine learning;metamorphic testing;run-time assertions;scientific programs;software testing;static analysis;structural analysis;test oracles;Automation;Decision trees;Predictive models;Software;Software testing;Training;Assertion checking;Machine learning;Metamorphic relation;Metamorphic testing;Mutation analysis;Scientific software testing;Test oracles},
+ Month = {May},
+ Pages = {48-57},
+ Title = {Techniques for testing scientific programs without an oracle},
+ Year = {2013},
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+ Bdsk-Url-1 = {http://dx.doi.org/10.1109/SECSE.2013.6615099}}
+
@article{Hickey2001,
Acmid = {502106},
Address = {New York, NY, USA},
@@ -28,7 +65,7 @@
Url = {http://doi.acm.org/10.1145/502102.502106},
Volume = {48},
Year = {2001},
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@@ -48,7 +85,7 @@
Title = {Testing for Trustworthiness in Scientific Software},
Url = {http://dx.doi.org/10.1109/SECSE.2009.5069163},
Year = {2009},
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@inproceedings{BastarricaAndHitschfeld-Kahler2004,
@@ -60,7 +97,7 @@
Pages = {203--212},
Title = {An Evolvable Meshing Tool Through a Flexible Object-Oriented Design.},
Year = {2004},
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@inproceedings{BastarricaEtAl2006,
Author = {M. Cecilia Bastarrica and Nancy Hitschfeld-Kahler and Pedro O. Rossel},
@@ -119,7 +156,7 @@
Url = {http://dx.doi.org/10.1016/j.advengsoft.2014.01.011},
Volume = {70},
Year = {2014},
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@article{CukaAndWeiss1997,
@@ -163,7 +200,7 @@
Title = {Intelligent Computer Mathematics, 9th International Conference, AISC 2008},
Url = {{http://dx.doi.org/10.1007/978-3-540-85110-3_4}},
Year = {2008},
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@inproceedings{SmithMcCutchanAndCao2007,
@@ -178,7 +215,7 @@
Pages = {39--47},
Title = {Program Families in Scientific Computing},
Year = {2007},
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@mastersthesis{Cao2006,
Author = {Fang Cao},
@@ -295,7 +332,7 @@
School = {McMaster University},
Title = {A generative approach to a virtual material testing laboratory},
Year = {2007},
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@techreport{SmithAndChen2004b,
Author = {W. Spencer Smith and Chien-Hsien Chen},
@@ -308,7 +345,7 @@
Title = {Commonality analysis for mesh generating systems},
Type = {Technical Report},
Year = {2004},
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@inproceedings{SmithAndChen2004,
Address = {Banff, Alberta},
@@ -321,7 +358,7 @@
Pages = {384--387},
Title = {Commonality and Requirements Analysis for Mesh Generating Software},
Year = {2004},
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@misc{Blitz2010,
Author = {Blitz},
@@ -369,7 +406,7 @@
Title = {Gaussian Elimination: A case study in efficient genericity with {M}eta{OC}aml},
Volume = {62},
Year = {2006},
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@incollection{Dijkstra1972,
Acmid = {1243381},
@@ -386,7 +423,7 @@
Title = {Notes on Structured Programming},
Url = {http://dl.acm.org/citation.cfm?id=1243380.1243381},
Year = {1972},
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Bdsk-Url-1 = {http://dl.acm.org/citation.cfm?id=1243380.1243381}}
@article{Parnas1979,
@@ -454,7 +491,7 @@
Title = {Systematic Development of Requirements Documentation for General Purpose Scientific Computing Software},
Url = {http://www.ifi.unizh.ch/req/events/RE06/},
Year = {2006},
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@techreport{SmithMcCutchanAndCarette2017,
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Url = {http://www.sciencedirect.com/science/article/pii/S1738573315002582},
Volume = {48},
Year = {2016},
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@@ -501,7 +538,7 @@
Title = {Precise Documentation: The Key to Better Software},
Url = {http://dx.doi.org/10.1007/978-3-642-15187-3_8},
Year = {2010},
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@book{Roache1998,
@@ -544,7 +581,7 @@
Title = {Developing Scientific Software},
Volume = {25},
Year = {2008},
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@article{Kelly2015,
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Url = {http://dx.doi.org/10.1016/j.jss.2015.07.027},
Volume = {109},
Year = {2015},
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@inproceedings{Kelly2013,
@@ -579,7 +616,7 @@
Title = {Industrial Scientific Software: A Set of Interviews on Software Development},
Url = {http://dl.acm.org/citation.cfm?id=2555523.2555555},
Year = {2013},
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@article{EasterbrookAndJohns2009,
Address = {Los Alamitos, CA, USA},
@@ -596,7 +633,7 @@
Title = {Engineering the Software for Understanding Climate Change},
Volume = {11},
Year = {2009},
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@inproceedings{CarverEtAl2007,
@@ -612,7 +649,7 @@
Publisher = {IEEE Computer Society},
Title = {Software Development Environments for Scientific and Engineering Software: A Series of Case Studies},
Year = {2007},
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@article{AckroydEtAl2008,
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Title = {Scientific Software Development at a Research Facility},
Volume = {25},
Year = {2008},
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@book{VanVliet2000,
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Publisher = {John Wiley \& Sons, Inc.},
Title = {Software Engineering (2nd ed.): Principles and Practice},
Year = {2000},
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@article{TaschukAndWilson2017,
Abstract = {{[Abstract]
@@ -698,7 +735,7 @@ Best practices in software engineering specifically aim to increase software rob
Url = {http://mfkp.org/INRMM/article/14337051},
Volume = {13},
Year = {2017},
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Bdsk-Url-1 = {http://mfkp.org/INRMM/article/14337051},
Bdsk-Url-2 = {http://dx.doi.org/10.1371/journal.pcbi.1005412}}
@@ -714,7 +751,7 @@ Best practices in software engineering specifically aim to increase software rob
Url = {http://arxiv.org/abs/1609.00037},
Volume = {abs/1609.00037},
Year = {2016},
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Bdsk-Url-1 = {http://arxiv.org/abs/1609.00037}}
@inbook{RobertsonAndRobertson2012,
@@ -725,7 +762,7 @@ Best practices in software engineering specifically aim to increase software rob
Publisher = {Atlantic Systems Guild Limited},
Title = {Volere Requirements Specification Template},
Year = {2012},
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@book{HoffmanAndStrooper1995,
Address = {New York, NY, USA},
@@ -737,7 +774,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {Software Design, Automated Testing, and Maintenance: A Practical Approach},
Url = {http:// citeseer.ist.psu.edu/428727.html},
Year = {1995},
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@article{Parnas1972a,
@@ -751,7 +788,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {On the Criteria To Be Used in Decomposing Systems into Modules},
Volume = {15},
Year = {1972},
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@article{SmithEtAl2007,
Author = {W. Spencer Smith and Lei Lai and Ridha Khedri},
@@ -765,8 +802,8 @@ Best practices in software engineering specifically aim to increase software rob
Title = {Requirements Analysis for Engineering Computation: A Systematic Approach for Improving Software Reliability},
Volume = {13},
Year = {2007},
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@incollection{Smith2016,
Author = {W. Spencer Smith},
@@ -779,7 +816,7 @@ Best practices in software engineering specifically aim to increase software rob
Publisher = {Taylor \& Francis},
Title = {A Rational Document Driven Design Process for Scientific Computing Software},
Year = {2016},
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@techreport{KreymanAndParnas2002,
@@ -793,7 +830,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {On Documenting the Requirements for Computer Programs Based on Models of Physical Phenomena},
Type = {SQRL Report},
Year = {2002},
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@article{Wilson2006,
Author = {Gregory V.~Wilson},
@@ -805,7 +842,7 @@ Best practices in software engineering specifically aim to increase software rob
Url = {http://www.americanscientist.org/issues/pub/wheres-the-real-bottleneck-in-scientific-computing},
Volume = {94},
Year = {2006},
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@article{Dubois2002,
@@ -856,7 +893,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {Models of Scientific Software Development},
Url = {http://www.cse.msstate.edu/~SECSE08/schedule.htm},
Year = {2008},
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@inproceedings{Segal2007,
@@ -872,7 +909,7 @@ Best practices in software engineering specifically aim to increase software rob
Publisher = {IEEE Computer Society},
Title = {Some Problems of Professional End User Developers},
Year = {2007},
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@inproceedings{Segal2007_Dagsthul,
@@ -884,7 +921,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {End-User Software Engineering and Professional End-User Developers},
Url = {http://drops.dagstuhl.de/opus/volltexte/2007/1095},
Year = {2007},
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@article{ParnasAndClements1986,
@@ -898,7 +935,7 @@ Best practices in software engineering specifically aim to increase software rob
Title = {A Rational Design Process: How and Why to Fake it},
Volume = {12},
Year = {1986},
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@book{GhezziEtAl2003,
Address = {Upper Saddle River, NJ, USA},
@@ -973,7 +1010,7 @@ Best practices in software engineering specifically aim to increase software rob
Pages = {1-40},
Title = {Recommended Practice for Software Requirements Specifications},
Year = {1998},
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Bdsk-Url-1 = {http://dx.doi.org/10.1109/IEEESTD.1998.88286}}
@inproceedings{SmithAndLai2005,
@@ -988,7 +1025,7 @@ Best practices in software engineering specifically aim to increase software rob
Pages = {107--121},
Title = {A New Requirements Template for Scientific Computing},
Year = {2005},
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@inproceedings{SmithEtAl2004,
Address = {Savannah, Georgia},
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