diff --git a/documentation/citations.bib b/documentation/citations.bib
new file mode 100644
index 000000000..6e5b3eef6
--- /dev/null
+++ b/documentation/citations.bib
@@ -0,0 +1,410 @@
+@article{abdelmottaleb2019,
+    author = "Abdel-Mottaleb, N. and Ghasemi Saghand, P. and Charkhgard, H. and Zhang, Q.",
+    title = "An Exact Multiobjective Optimization Approach for Evaluating Water Distribution Infrastructure Criticality and Geospatial Interdependence",
+    journal = "Water Resources Research",
+    volume = "55",
+    number = "7",
+    pages = "5255--5276",
+    keywords = "interdependency, critical infrastructure, water distribution resilience, criticality analysis, transportation networks, decision making",
+    doi = "10.1029/2018WR024063",
+    year = "2019"
+}
+
+@inproceedings{antonowicz2019,
+    author = "Antonowicz, Ariel and Bałut, Alicja and Urbaniak, Andrzej and Zakrzewski, Przemysław",
+    booktitle = "2019 20th International Carpathian Control Conference (ICCC)",
+    title = "Algorithm for Early Warning System for Contamination in Water Network",
+    year = "2019",
+    pages = "1--5",
+    doi = "10.1109/CarpathianCC.2019.8765966"
+}
+
+@article{antonowicz2022,
+    author = "Antonowicz, Ariel and Urbaniak, Andrzej",
+    volume = "70",
+    number = "4",
+    journal = "Bulletin of the Polish Academy of Sciences: Technical Sciences",
+    pages = "e141594",
+    howpublished = "online",
+    year = "2022",
+    title = "Optimization of the process of restoring the continuity of the WDS based on the matrix and genetic algorithm approach",
+    doi = "10.24425/bpasts.2022.141594",
+    keywords = "WNTR, aggregation of failures, water distribution system, EPANET Solver, graph searching algorithm, genetic algorithm, optimization, post-disaster events"
+}
+
+@mastersthesis{bjerke2019,
+    author = "Bjerke, Martin",
+    school = "Norwegian University of Science and Technology (NTNU)",
+    title = "Leak Detection in Water Distribution Networks using Gated Recurrent Neural Networks",
+    year = "2019",
+    url = "http://hdl.handle.net/11250/2625834"
+}
+
+@mastersthesis{bunn2018,
+    author = "Bunn, Brendan B.",
+    school = "Naval Postgraduate School",
+    title = "An operational model of interdependent water and power distribution infrastructure systems",
+    year = "2018",
+    address = "Monterey, CA",
+    url = "https://apps.dtic.mil/sti/citations/AD1065269"
+}
+
+@article{fan2021,
+    author = "Fan, Xudong and Zhang, Xijin and Yu, Xiong (Bill)",
+    title = "Machine learning model and strategy for fast and accurate detection of leaks in water supply network",
+    journal = "Journal of Infrastructure Preservation and Resilience",
+    year = "2021",
+    month = "Apr",
+    day = "15",
+    volume = "2",
+    number = "1",
+    pages = "10",
+    issn = "2662--2521",
+    doi = "10.1186/s43065-021-00021-6"
+}
+
+@inproceedings{han2018,
+    author = "Han, Qing and Eguchi, Ronald and Mehrotra, Sharad and Venkatasubramanian, Nalini",
+    booktitle = "2018 IEEE 37th Symposium on Reliable Distributed Systems (SRDS)",
+    title = "Enabling State Estimation for Fault Identification in Water Distribution Systems Under Large Disasters",
+    year = "2018",
+    pages = "161-170",
+    doi = "10.1109/SRDS.2018.00027"
+}
+
+@inproceedings{han2019,
+    author = "Han, Qing and Mehrotra, Sharad and Venkatasubramanian, Nalini",
+    title = "AquaEIS: Middleware Support for Event Identification in Community Water Infrastructures",
+    year = "2019",
+    isbn = "9781450370097",
+    publisher = "Association for Computing Machinery",
+    address = "New York, NY, USA",
+    doi = "10.1145/3361525.3361554",
+    booktitle = "Proceedings of the 20th International Middleware Conference (Middleware '19)",
+    pages = "293--305",
+    numpages = "13",
+    keywords = "Human Engagement, In-situ Sensing, Event Processing, Complex System, Event Identification",
+    location = "Davis, CA, USA",
+}
+
+@article{huang2022,
+    author = "Huang, Honglan and Burton, Henry V.",
+    title = "Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning",
+    journal = "Advances in Engineering Software",
+    volume = "168",
+    pages = "103113",
+    year = "2022",
+    issn = "0965--9978",
+    doi = "10.1016/j.advengsoft.2022.103113",
+    keywords = "Graph neural network, Seismic risk assessment, Distributed infrastructure systems, Water distribution system, Damage assessment"
+}
+
+@article{iannacone2022,
+    author = "Iannacone, Leandro and Sharma, Neetesh and Tabandeh, Armin and Gardoni, Paolo",
+    title = "Modeling Time-varying Reliability and Resilience of Deteriorating Infrastructure",
+    journal = "Reliability Engineering \& System Safety",
+    volume = "217",
+    pages = "108074",
+    year = "2022",
+    issn = "0951-8320",
+    doi = "10.1016/j.ress.2021.108074",
+    keywords = "Resilience, Recovery, Deterioration, Water Infrastructure, Physics-based models"
+}
+
+@article{kammoun2022,
+    author = "Kammoun, Maryam and Kammoun, Amina and Abid, Mohamed",
+    title = "Experiments based comparative evaluations of machine learning techniques for leak detection in water distribution systems",
+    journal = "Water Supply",
+    volume = "22",
+    number = "1",
+    pages = "628--642",
+    year = "2022",
+    publisher = "IWA Publishing",
+    doi = "10.2166/ws.2021.248"
+}
+
+@article{liu2022,
+    author = "Liu, Jun and Kang, Yinyin",
+    year = "2022",
+    month = "11",
+    pages = "100--109",
+    title = "Segment-based resilience response and intervention evaluation of water distribution systems",
+    volume = "71",
+    number = "1",
+    journal = "AQUA -- Water Infrastructure, Ecosystems and Society",
+    doi = "10.2166/aqua.2021.133"
+}
+
+@article{liu2020,
+    author = "Liu, Yang and Barrows, Clayton and Macknick, Jordan and Mauter, Meagan",
+    title = "Optimization Framework to Assess the Demand Response Capacity of a Water Distribution System",
+    journal = "Journal of Water Resources Planning and Management",
+    volume = "146",
+    number = "8",
+    pages = "04020063",
+    year = "2020",
+    doi = "10.1061/(ASCE)WR.1943-5452.0001258"
+}
+
+@article{logan2021,
+    author = "Logan, Kevin T. and Leštáková, Michaela and Thiessen, Nadja and Engels, Jens Ivo and Pelz, Peter F.",
+    title = "Water Distribution in a Socio-Technical System: Resilience Assessment for Critical Events Causing Demand Relocation",
+    journal = "Water",
+    volume = "13",
+    year = "2021",
+    number = "15",
+    pages = "2062",
+    issn = "2073-4441",
+    doi = "10.3390/w13152062"
+}
+
+@article{lorenz2020,
+    author = "Lorenz, Imke-Sophie and Pelz, Peter F.",
+    title = "Optimal Resilience Enhancement of Water Distribution Systems",
+    journal = "Water",
+    volume = "12",
+    year = "2020",
+    number = "9",
+    pages = "2602",
+    issn = "2073-4441",
+    doi = "10.3390/w12092602"
+}
+
+@article{marlim2022,
+    author = "Marlim, Malvin S. and Kang, Doosun",
+    title = "Contaminant Flushing in Water Distribution Networks Incorporating Customer Faucet Control",
+    journal = "Sustainability",
+    volume = "14",
+    year = "2022",
+    number = "4",
+    pages = "2249",
+    issn = "2071-1050",
+    doi = "10.3390/su14042249"
+}
+
+@inproceedings{mazumder2019,
+    author = "Mazumder, Ram Krishna and Salman, Abdullahi and Li, Yue and Yu, Xiong",
+    year = "2019",
+    pages = "",
+    booktitle = "13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13, May 26-30, 2019, Seoul, South Korea",
+    title = "A Decision-making Framework for Water Distribution Systems using Fuzzy Inference and Centrality Analysis"
+}
+
+@article{mazumder2022,
+    author = "Ram K. Mazumder and Abdullahi M. Salman and Li, Yue",
+    title = "Post-disaster sequential recovery planning for water distribution systems using topological and hydraulic metrics",
+    journal = "Structure and Infrastructure Engineering",
+    volume = "18",
+    number = "5",
+    pages = "728--743",
+    year = "2022",
+    publisher = "Taylor \\& Francis",
+    doi = "10.1080/15732479.2020.1864415"
+}
+
+@inproceedings{mulrillo2021,
+    author = "Murillo, Andres and Taormina, Riccardo and Tippenhauer, Nils and Galelli, Stefano",
+    title = "Co-Simulating Physical Processes and Network Data for High-Fidelity Cyber-Security Experiments",
+    year = "2021",
+    isbn = "9781450390026",
+    publisher = "Association for Computing Machinery",
+    address = "New York, NY",
+    doi = "10.1145/3442144.3442147",
+    booktitle = "Sixth Annual Industrial Control System Security (ICSS) Workshop",
+    pages = "13--20",
+    numpages = "8",
+    location = "Austin, TX, USA",
+}
+
+@article{nikolopoulos2020,
+    author = "Nikolopoulos, Dionysios and Moraitis, Georgios and Bouziotas, Dimitrios and Lykou, Archontia and Karavokiros, George and Makropoulos, Christos",
+    title = "Cyber-Physical Stress-Testing Platform for Water Distribution Networks",
+    journal = "Journal of Environmental Engineering",
+    volume = "146",
+    number = "7",
+    pages = "04020061",
+    year = "2020",
+    doi = "10.1061/(ASCE)EE.1943-7870.0001722"
+}
+
+@article{nikolopoulos2021,
+    author = "Nikolopoulos, Dionysios and Ostfeld, Avi and Salomons, Elad and Makropoulos, Christos",
+    title = "Resilience Assessment of Water Quality Sensor Designs under Cyber-Physical Attacks",
+    journal = "Water",
+    volume = "13",
+    year = "2021",
+    number = "5",
+    pages = "647",
+    issn = "2073-4441",
+    doi = "10.3390/w13050647"
+}
+
+@article{nikolopoulos2022a,
+    author = "Nikolopoulos, Dionysios and Kossieris, Panagiotis and Tsoukalas, Ioannis and Makropoulos, Christos",
+    title = "Stress-Testing Framework for Urban Water Systems: A Source to Tap Approach for Stochastic Resilience Assessment",
+    journal = "Water",
+    volume = "14",
+    year = "2022",
+    number = "2",
+    pages = "154",
+    issn = "2073-4441",
+    doi = "10.3390/w14020154"
+}
+
+@article{nikolopoulos2020b,
+    author = "Nikolopoulos, Dionysios and Makropoulos, Christos",
+    title = "Stress-testing water distribution networks for cyber-physical attacks on water quality",
+    journal = "Urban Water Journal",
+    volume = "19",
+    number = "3",
+    pages = "256--270",
+    year = "2022",
+    publisher = "Taylor \\& Francis",
+    doi = "10.1080/1573062X.2021.1995446"
+}
+
+@article{nyahora2020,
+    author = "Nyahora, Passwell Pepukai and Babel, Mukand Singh and Ferras, David and Emen, Andres",
+    title = "Multi-objective optimization for improving equity and reliability in intermittent water supply systems",
+    journal = "Water Supply",
+    volume = "20",
+    number = "5",
+    pages = "1592--1603",
+    year = "2020",
+    issn = "1606-9749",
+    doi = "10.2166/ws.2020.066"
+}
+
+@article{pagani2021,
+    author = "Pagani, Alessio and Wei, Zhuangkun and Silva, Ricardo and Guo, Weisi",
+    title = "Neural Network Approximation of Graph Fourier Transform for Sparse Sampling of Networked Dynamics",
+    year = "2021",
+    issue_date = "February 2022",
+    publisher = "Association for Computing Machinery",
+    address = "New York, NY, USA",
+    volume = "22",
+    number = "1",
+    issn = "1533-5399",
+    doi = "10.1145/3461838",
+    journal = "ACM Trans. Internet Technol.",
+    articleno = "21",
+    numpages = "18",
+    keywords = "neural networks, graph fourier transform, Sampling theory",
+    eprint = "2002.05508"
+}
+
+@article{rahimigolkhandan2022,
+    author = "Rahimi-Golkhandan, Armin and Aslani, Babak and Mohebbi, Shima",
+    title = "Predictive resilience of interdependent water and transportation infrastructures: A sociotechnical approach",
+    journal = "Socio-Economic Planning Sciences",
+    volume = "80",
+    pages = "101166",
+    year = "2022",
+    issn = "0038-0121",
+    doi = "10.1016/j.seps.2021.101166",
+    keywords = "Infrastructure systems, Interdependency, Social vulnerability, Predictive analytics, Natural disasters, Cascading random failure, Community detection"
+}
+
+@article{randeniya2022,
+    author = "Randeniya, Aruna and Radhakrishnan, Mohanasundar and Sirisena, T. A. J. G. and Masih, Ilyas and Pathirana, Assela",
+    title = "Equity--performance trade-off in water rationing regimes with domestic storage",
+    journal = "Water Supply",
+    volume = "22",
+    number = "5",
+    pages = "4781-4797",
+    year = "2022",
+    issn = "1606-9749",
+    doi = "10.2166/ws.2022.188"
+}
+
+@inproceedings{sharma2019,
+    author = "Sharma, Neetesh and Tabandeh, Armin and Gardoni, Paolo",
+    title = "Recovery optimization of interdependent infrastructure: A multi-scale approach",
+    year = "2019",
+    language = "English (US)",
+    booktitle = "13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13, Seoul, South Korea"
+}
+
+@article{sharma2020,
+    author = "Sharma, Neetesh and Tabandeh, Armin and Gardoni, Paolo",
+    title = "Regional resilience analysis: A multiscale approach to optimize the resilience of interdependent infrastructure",
+    journal = "Computer-Aided Civil and Infrastructure Engineering",
+    volume = "35",
+    number = "12",
+    pages = "1315-1330",
+    doi = "10.1111/mice.12606",
+    year = "2020"
+}
+
+@phdthesis{tabandeh2018,
+    author = "Tabandeh, Seyedarmin",
+    school = "University of Illinois at Urbana-Champaign",
+    title = "Societal risk and resilience analysis: A multi-scale approach to model the dynamics of infrastructure-social systems",
+    year = "2018"
+}
+
+@article{tabandeh2022,
+    author = "Tabandeh, Armin and Sharma, Neetesh and Gardoni, Paolo",
+    title = "Uncertainty propagation in risk and resilience analysis of hierarchical systems",
+    journal = "Reliability Engineering \& System Safety",
+    volume = "219",
+    pages = "108208",
+    year = "2022",
+    issn = "0951-8320",
+    doi = "10.1016/j.ress.2021.108208",
+    keywords = "Sensitivity analysis, Uncertainty quantification, Hierarchical systems, Risk and resilience analysis, Infrastructure"
+}
+
+@article{tomar2020,
+    author = "Tomar, Agam and Burton, Henry V. and Mosleh, Ali and Lee, Ji Yun",
+    title = "Hindcasting the Functional Loss and Restoration of the Napa Water System Following the 2014 Earthquake Using Discrete-Event Simulation",
+    journal = "Journal of Infrastructure Systems",
+    volume = "26",
+    number = "4",
+    pages = "04020035",
+    year = "2020",
+    doi = "10.1061/(ASCE)IS.1943-555X.0000574"
+}
+
+@inproceedings{vrachimis2018a,
+    author = "Vrachimis, S.G. and Kyriakou, M.S. and Demetrios G. Eliades, and Marios M.Polycarpou",
+    booktitle = "1st International WDSA/CCWI Joint Conference Proceedings",
+    volume = "1",
+    number = "146",
+    title = "LeakDB: A benchmark dataset for leakage diagnosis in water distribution networks",
+    year = "2018",
+    url = "https://ojs.library.queensu.ca/index.php/wdsa-ccw/article/view/12315",
+}
+
+@inproceedings{vrachimis2018b,
+    author = "Vrachimis, Stelios G. and Eliades, Demetrios G. and Polycarpou, Marios M.",
+    booktitle = "2018 IEEE Conference on Control Technology and Applications (CCTA)",
+    title = "Leak Detection in Water Distribution Systems Using Hydraulic Interval State Estimation",
+    year = "2018",
+    volume = "",
+    number = "",
+    pages = "565--570",
+    doi = "10.1109/CCTA.2018.8511516"
+}
+
+@phdthesis{wille2019,
+    author = "Wille, Dominik",
+    school = "Naval Postgraduate School",
+    address = "Monterey, CA",
+    title = "Simulation-optimization for operational resilience of interdependent water-power systems in the {US} {Virgin} {Islands}",
+    year = "2019",
+    type = "Doctoral dissertation",
+    url = "https://hdl.handle.net/10945/64098",
+}
+
+@article{xing2020,
+    author = "Xing, Lu and Sela, Lina",
+    title = "Transient simulations in water distribution networks: {TSNet} python package",
+    journal = "Advances in Engineering Software",
+    volume = "149",
+    pages = "102884",
+    year = "2020",
+    issn = "0965-9978",
+    doi = "10.1016/j.advengsoft.2020.102884",
+    keywords = "Transient simulation, Python, Open source software, Water distribution networks"
+}
diff --git a/documentation/conf.py b/documentation/conf.py
index addd6a9df..d841b1b3a 100644
--- a/documentation/conf.py
+++ b/documentation/conf.py
@@ -31,7 +31,6 @@
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
-    # 'numpydoc',
     'sphinx.ext.autodoc',
     'sphinx.ext.doctest',
     'sphinx.ext.todo',
@@ -70,7 +69,6 @@
 # viewcode_import = False
 
 autodoc_default_options = {
-    # 'members': True,
     'undoc-members': True,
     'private-members': False,
     'special-members': False,
@@ -113,7 +111,7 @@
 copyright = u'2023 National Technology & Engineering Solutions of Sandia, LLC (NTESS)'
 author = u'WNTR Developers'
 
-bibtex_bibfiles = ['references.bib']
+bibtex_bibfiles = ['references.bib', 'citations.bib']
 bibtex_default_style = 'plain'
 bibtex_reference_style = 'label'
 
diff --git a/documentation/references.bib b/documentation/references.bib
index 31bffadab..40f09982c 100644
--- a/documentation/references.bib
+++ b/documentation/references.bib
@@ -1,352 +1,337 @@
-
-@book{ALA01,
-	address = {Reston, VA},
-    author = {American Lifelines Alliance, (ALA)},
-	editor = {ASCE},
-	publisher = {American Society of Civil Engineers},
-	title = {Seismic Fragility Formulations for Water Systems, Part 1 and 2. Report for the American Lifelines Alliance},
-	year = {2001},
-}
-
-@article{AwGB90,
-	author = {K. Awumah and I. Goulter and S. K. Bhatt},
-	doi = {10.1007/BF01544084},
-	journal = {Stochastic Hydrology and Hydraulics},
-	pages = {309--320},
-	publisher = {Springer},
-	title = {Assessment of reliability in water distribution networks using entropy based measures},
-	volume = {4},
-    number          = {4},
-	year = {1990},
-}
-
-@article{BaRR13,
-	author = {Kash Barker and Jose Emmanuel Ramirez-Marquez and Claudio M. Rocco},
-	doi = {10.1016/j.ress.2013.03.012},
-	issn = {0951-8320},
-	journal = {Reliability Engineering \& System Safety},
-	pages = {89--97},
-	title = {Resilience-based network component importance measures},
-	volume = {117},
-	year = {2013},
-}
-
-@misc{Bieni19,
-	author = {Bieniek, T. and van Andel, B. and B{\o}, T.I.},
-	howpublished = {Software},
-	title = {Bidirectional {UTM}-{WGS84} converter for python},
-	url = {https://github.com/Turbo87/utm},
-	urldate = {2019-02-05},
-	year = {2019},
-}
-
-@book{CrLo02,
-	address = {Upper Saddle River, NJ},
-	author = {Crowl, D.A. and Louvar, J.F.},
-	edition = {3},
-	isbn = {0-13-138226-8},
-	pagetotal = {720},
-	publisher = {Prentice Hall},
-	title = {Chemical Process Safety: Fundamentals with Applications},
-	year = {2011},
-}
-
-@techreport{ELLT12,
-	author = {Eto, Joseph H and LaCommare, Kristina Hamachi and Larsen, Peter and Todd, Annika and Fisher, Emily},
-	doi = {10.2172/1055706},
-	institution = {Lawrence Berkeley National Laboratory},
-    number = {LBNL-5268E},
-    pagetotal   = {68},
-	place = {Berkeley, CA},
-	title = {An Examination of Temporal Trends in Electricity Reliability Based on Reports from {U.S.} Electric Utilities},
-	year = {2012},
-}
-
-@misc{Folium,
-	author = {python-visualization},
-	howpublished = {Software},
-	title = {folium},
-	url = {https://github.com/python-visualization/folium},
-	urldate = {2019-02-05},
-	year = {2019},
-}
-
-@misc{GaCl18,
-	author = {Gazoni, E. and Clark, C.},
-	howpublished = {Software},
-	title = {openpyxl - A Python library to read/write {Excel} 2010 xlsx/xlsm files},
-	url = {https://openpyxl.readthedocs.io},
-	urldate = {2018-05-04},
-	year = {2018},
-}
-
-@inproceedings{HaSS08,
-	author = {Aric A. Hagberg and Daniel A. Schult and Pieter J. Swart},
-	booktitle = {Proceedings of the 7th {Python} in Science Conference ({SciPy2008}), August 19-24, Pasadena, CA, USA},
-	OPTeditor = {Ga\"el Varoquaux and Travis Vaught and Jarrod Millman},
-	pages = {11--15},
-	title = {Exploring Network Structure, Dynamics, and Function using {NetworkX}},
-	url = {https://www.osti.gov/biblio/960616},
-	year = {2008},
-}
-
-@article{Hunt07,
-	author = {Hunter, John D. and others},
-	doi = {10.1109/MCSE.2007.55},
-	journal = {Computing in Science \& Engineering},
-	number = {3},
-	pages = {90--95},
-	title = {Matplotlib: A {2D} Graphics Environment},
-	volume = {9},
-	year = {2007},
-}
-
-@book{ICC12,
-    address = {Country Club Hills, IL},
-	author = {International Code Council, (ICC)},
-	isbn = {978-1-60983-046-5},
-	publisher = {International Code Council},
-	title = {2012 International Fire Code, Appendix {B} - Fire-Flow Requirements for Buildings},
-	year = {2011},
-}
-
-@article{JaSr08,
-	author = {Jayaram, Nirmal and Srinivasan, K.},
-	doi = {10.1029/2006WR005316},
-	journal = {Water Resources Research},
-    number          = {1},
-    volume          = {44},
-    pages = {n.p.},
-	title = {Performance-based optimal design and rehabilitation of water distribution networks using life cycle costing},
-	year = {2008},
-}
-
-@misc{JVFM21,
-	author = {Jordahl, K. and Van den Bossche, J. and Fleischmann, M. and McBride, J. and others},
-	doi = {10.5281/zenodo.5573592},
-	howpublished = {Software},
-	title = {geopandas},
-	year = {2021},
-}
-
-@article{JCMG11,
-	address = {New York, NY, USA},
-	author = {Joyner, David and \v{C}ert\'{i}k, Ond\v{r}ej and Meurer, Aaron and Granger, Brian E.},
-	doi = {10.1145/2110170.2110185},
-	issn = {1932-2240},
-	issue_date = {September/December 2011},
-	journal = {{ACM} Communications in Computer Algebra},
-	number = {3/4},
-	numpages = {10},
-	pages = {225--234},
-	publisher = {Association for Computing Machinery},
-	title = {Open Source Computer Algebra Systems: SymPy},
-	volume = {45},
-	year = {2012},
-}
-
-@inproceedings{Lamb01,
-	author = {Lambert, Allan},
-	booktitle = {Proceedings of the {IWA} International Specialised Conference: System Approach to Leakage Control and Water Distribution Systems Management, May 16-18, 2001, Brno, Czech Republic},
-    OPTeditor={Tuhov{\v{c}}{\'a}k, L.},
-    isbn            = {9788072041978},
-  	title = {What do we know about pressure-leakage relationships in distribution systems},
-	year = {2001},
-    pages = {89--96},
-    publisher       = {CERM},
-}
-
-@article{LWFZ17,
-	author = {Haixing Liu and Tom Walski and Guangtao Fu and Chi Zhang},
-	doi = {10.1061/(ASCE)WR.1943-5452.0000766},
-	journal = {Journal of Water Resources Planning and Management},
-	number = {7},
-	pages = {04017019},
-	title = {Failure Impact Analysis of Isolation Valves in a Water Distribution Network},
-	volume = {143},
-	year = {2017},
-}
-
-@book{Mcki13,
-	author = {McKinney, Wes},
-	publisher = {O'Reilly Media, Inc.},
-	title = {Python for data analysis: Data wrangling with {Pandas}, {NumPy}, and {IPython}},
-	year = {2012},
-    address = {Sebastopal, CA},
-    edition        = {1},
-    pagetotal      = {463},
-    isbn           = {978-1449319793},
-}
-
-@techreport{NIAC09,
-	address = {Washington, D.C.},
-	author = {National Infrastructure Advisory Council, (NIAC)},
-	institution = {U.S. Department of Homeland Security},
-	title = {Critical Infrastructure Resilience, Final Report and Recommendations},
-	OPTurl = {http://www.dhs.gov/xlibrary/assets/niac/niac_critical_infrastructure_resilience.pdf},
-	OPTurldate = {2014-09-20},
-	year = {2009},
-    url = {https://www.cisa.gov/resources-tools/resources/niac-critical-infrastructure-resilience-final-report-and-recommendations},
-    urldate = {2023-11-14},
-}
-
-@article{OsKS02,
-	author = {Avi Ostfeld and Dimitri Kogan and Uri Shamir},
-	doi = {10.1016/S1462-0758(01)00055-3},
-	issn = {1462-0758},
-	journal = {Urban Water},
-	number = {1},
-	pages = {53--61},
-	title = {Reliability simulation of water distribution systems - single and multiquality},
-	volume = {4},
-	year = {2002}
-}
-
-@techreport{Ross00,
-	address = {Cincinnati, OH},
-	author = {Rossman, L. A.},
-	institution = {U.S. Environmental Protection Agency},
-	number = {EPA/600/R--00/057},
-	title = {{EPANET} 2 User Manual},
-	year = {2000},
-    pagetotal   = {200},
+@book{ala01,
+    author = "American Lifelines Alliance, (ALA)",
+    editor = "ASCE",
+    address = "Reston, VA",
+    publisher = "American Society of Civil Engineers",
+    title = "Seismic Fragility Formulations for Water Systems, Part 1 and 2. Report for the American Lifelines Alliance",
+    year = "2001"
+}
+
+@article{awgb90,
+    author = "Awumah, K. and Goulter, I. and Bhatt, S. K.",
+    doi = "10.1007/BF01544084",
+    journal = "Stochastic Hydrology and Hydraulics",
+    pages = "309--320",
+    publisher = "Springer",
+    title = "Assessment of reliability in water distribution networks using entropy based measures",
+    volume = "4",
+    number = "4",
+    year = "1990"
+}
+
+@article{barr13,
+    author = "Barker, Kash and Ramirez-Marquez, Jose Emmanuel and Rocco, Claudio M.",
+    doi = "10.1016/j.ress.2013.03.012",
+    issn = "0951-8320",
+    journal = "Reliability Engineering \\& System Safety",
+    pages = "89--97",
+    title = "Resilience-based network component importance measures",
+    volume = "117",
+    year = "2013"
+}
+
+@misc{bieni19,
+    author = "Bieniek, T. and van Andel, B. and B{\o}, T.I.",
+    howpublished = "Software",
+    title = "Bidirectional {UTM}-{WGS84} converter for python",
+    url = "https://github.com/Turbo87/utm",
+    urldate = "2019-02-05",
+    year = "2019"
+}
+
+@book{crlo02,
+    author = "Crowl, D.A. and Louvar, J.F.",
+    address = "Upper Saddle River, NJ",
+    edition = "3",
+    isbn = "0-13-138226-8",
+    pagetotal = "720",
+    publisher = "Prentice Hall",
+    title = "Chemical Process Safety: Fundamentals with Applications",
+    year = "2011"
+}
+
+@techreport{ellt12,
+    author = "Eto, Joseph H and LaCommare, Kristina Hamachi and Larsen, Peter and Todd, Annika and Fisher, Emily",
+    doi = "10.2172/1055706",
+    institution = "Lawrence Berkeley National Laboratory",
+    number = "LBNL-5268E",
+    pagetotal = "68",
+    place = "Berkeley, CA",
+    title = "An Examination of Temporal Trends in Electricity Reliability Based on Reports from {U.S.} Electric Utilities",
+    year = "2012"
+}
+
+@misc{folium,
+    author = "python-visualization",
+    howpublished = "Software",
+    title = "folium",
+    url = "https://github.com/python-visualization/folium",
+    urldate = "2019-02-05",
+    year = "2019"
+}
+
+@misc{gacl18,
+    author = "Gazoni, E. and Clark, C.",
+    howpublished = "Software",
+    title = "openpyxl - A Python library to read/write {Excel} 2010 xlsx/xlsm files",
+    url = "https://openpyxl.readthedocs.io",
+    urldate = "2018-05-04",
+    year = "2018"
+}
+
+@inproceedings{hass08,
+    author = "Hagberg, Aric A. and Schult, Daniel A. and Swart, Pieter J.",
+    booktitle = "Proceedings of the 7th {Python} in Science Conference ({SciPy2008}), August 19-24, Pasadena, CA, USA",
+    opteditor = {Ga\"el Varoquaux and Travis Vaught and Jarrod Millman},
+    pages = "11--15",
+    title = "Exploring Network Structure, Dynamics, and Function using {NetworkX}",
+    url = "https://www.osti.gov/biblio/960616",
+    year = "2008"
+}
+
+@article{hunt07,
+    author = "Hunter, John D. and others",
+    doi = "10.1109/MCSE.2007.55",
+    journal = "Computing in Science \\& Engineering",
+    number = "3",
+    pages = "90--95",
+    title = "Matplotlib: A {2D} Graphics Environment",
+    volume = "9",
+    year = "2007"
+}
+
+@book{icc12,
+    author = "International Code Council, (ICC)",
+    address = "Country Club Hills, IL",
+    isbn = "978-1-60983-046-5",
+    publisher = "International Code Council",
+    title = "2012 International Fire Code, Appendix {B} - Fire-Flow Requirements for Buildings",
+    year = "2011"
+}
+
+@article{jasr08,
+    author = "Jayaram, Nirmal and Srinivasan, K.",
+    doi = "10.1029/2006WR005316",
+    journal = "Water Resources Research",
+    number = "1",
+    volume = "44",
+    pages = "n.p.",
+    title = "Performance-based optimal design and rehabilitation of water distribution networks using life cycle costing",
+    year = "2008"
+}
+
+@misc{jvfm21,
+    author = "Jordahl, K. and Van den Bossche, J. and Fleischmann, M. and McBride, J. and others",
+    doi = "10.5281/zenodo.5573592",
+    howpublished = "Software",
+    title = "geopandas",
+    year = "2021"
+}
+
+@article{jcmg11,
+    author = "Joyner, David and \v{C}ert\'{i}k, Ond\v{r}ej and Meurer, Aaron and Granger, Brian E.",
+    address = "New York, NY, USA",
+    doi = "10.1145/2110170.2110185",
+    issn = "1932-2240",
+    issue_date = "September/December 2011",
+    journal = "{ACM} Communications in Computer Algebra",
+    number = "3/4",
+    numpages = "10",
+    pages = "225--234",
+    publisher = "Association for Computing Machinery",
+    title = "Open Source Computer Algebra Systems: SymPy",
+    volume = "45",
+    year = "2012"
+}
+
+@inproceedings{lamb01,
+    author = "Lambert, Allan",
+    booktitle = "Proceedings of the {IWA} International Specialised Conference: System Approach to Leakage Control and Water Distribution Systems Management, May 16-18, 2001, Brno, Czech Republic",
+    opteditor = "Tuhov{\v{c}}{\'a}k, L.",
+    isbn = "9788072041978",
+    title = "What do we know about pressure-leakage relationships in distribution systems",
+    year = "2001",
+    pages = "89--96",
+    publisher = "CERM"
+}
+
+@article{lwfz17,
+    author = "Liu, Haixing and Walski, Tom and Fu, Guangtao and Zhang, Chi",
+    doi = "10.1061/(ASCE)WR.1943-5452.0000766",
+    journal = "Journal of Water Resources Planning and Management",
+    number = "7",
+    pages = "04017019",
+    title = "Failure Impact Analysis of Isolation Valves in a Water Distribution Network",
+    volume = "143",
+    year = "2017"
+}
+
+@book{mcki13,
+    author = "McKinney, Wes",
+    publisher = "O'Reilly Media, Inc.",
+    title = "Python for data analysis: Data wrangling with {Pandas}, {NumPy}, and {IPython}",
+    year = "2012",
+    address = "Sebastopal, CA",
+    edition = "1",
+    pagetotal = "463",
+    isbn = "978-1449319793"
+}
+
+@techreport{niac09,
+    author = "National Infrastructure Advisory Council, (NIAC)",
+    address = "Washington, D.C.",
+    institution = "U.S. Department of Homeland Security",
+    title = "Critical Infrastructure Resilience, Final Report and Recommendations",
+    opturl = "http://www.dhs.gov/xlibrary/assets/niac/niac\_critical\_infrastructure\_resilience.pdf",
+    opturldate = "2014-09-20",
+    year = "2009",
+    url = "https://www.cisa.gov/resources-tools/resources/niac-critical-infrastructure-resilience-final-report-and-recommendations",
+    urldate = "2023-11-14"
+}
+
+@article{osks02,
+    author = "Ostfeld, Avi and Kogan, Dimitri and Shamir, Uri",
+    doi = "10.1016/S1462-0758(01)00055-3",
+    issn = "1462-0758",
+    journal = "Urban Water",
+    number = "1",
+    pages = "53--61",
+    title = "Reliability simulation of water distribution systems - single and multiquality",
+    volume = "4",
+    year = "2002"
+}
+
+@techreport{ross00,
+    author = "Rossman, L. A.",
+    address = "Cincinnati, OH",
+    institution = "U.S. Environmental Protection Agency",
+    number = "EPA/600/R--00/057",
+    title = "{EPANET} 2 User Manual",
+    year = "2000",
+    pagetotal = "200"
 }
 
 @misc{rtree,
-	author = {Toblerity},
-	howpublished = {Software},
-	title = {rtree},
-	url = {https://github.com/Toblerity/rtree},
-	urldate = {2022-03-17},
-	year = {2022}
-}
-
-@techreport{RWTS20,
-	author = {Rossman, L. and Woo, H. and Tryby M. and Shang, F. and Janke, R. and and Haxton, T.},
-	institution = {U.S. Environmental Protection Agency},
-	address = {Washington, DC},
-	number = {EPA/600/R-20/133},
-	title = {{EPANET} 2.2 User Manual},
-	year = {2020},
-}
-
-@article{MarEtAl14,
-	author = {Angela Marchi and others},
-	doi = {10.1061/(ASCE)WR.1943-5452.0000378},
-	journal = {Journal of Water Resources Planning and Management},
-	number = {7},
-	pages = {04014009},
-	title = {Battle of the Water Networks {II}},
-	volume = {140},
-	year = {2014}
-}
-
-@inproceedings{SOKZ12,
-	author = {Salomons, E. and Ostfeld, A. and Kapelan, Z. and Zecchin, A. and Marchi, A. and Simpson, A.},
-	booktitle = {Water Distribution Systems Analysis Conference 2012, September 24-27, Adelaide, South Australia, Australia},
-	url = {https://emps.exeter.ac.uk/media/universityofexeter/emps/research/cws/downloads/WDSA2012-BWNII-ProblemDescription.pdf},
-	publisher = {American Society of Civil Engineers},
-	title = {The battle of the water networks {II} - Problem description},
-	urldate = {2017-05-23},
-	year = {2012},
-    crossref = {MarEtAl14},
-}
-
-@misc{SPHC16,
-	author = {Sievert, C. and Parmer, C. and Hocking, T. and Chamberlain, S. and Ram, K. and Corvellec, M. and Despouy, P.},
-	howpublished = {Software},
-	title = {plotly: Create interactive web graphics via {Plotly}'s {JavaScript} graphing library},
-	year = {2016},
-    url = {https://plot.ly},
-    publisher = {Plotly Technologies Inc.},
-    address = {Montreal, QC},
-    OPTcomment = {modified from below preferred citation, per Plotly}
-}
-
-@misc{plotly, author = {Plotly Technologies Inc.}, title = {Collaborative data science}, publisher = {Plotly Technologies Inc.}, address = {Montreal, QC}, year = {2015}, url = {https://plot.ly} }
-
-@article{Todi00,
-	author = {Ezio Todini},
-	doi = {10.1016/S1462-0758(00)00049-2},
-	issn = {1462-0758},
-	journal = {Urban Water},
-	OPTnote = {Developments in water distribution systems},
-	number = {2},
-	pages = {115--122},
-	title = {Looped water distribution networks design using a resilience index based heuristic approach},
-	volume = {2},
-	year = {2000}
-}
-
-@techreport{USEPA14,
-	address = {Washington DC},
-	author = {U.S. Environmental Protection Agency, (U.S. EPA)},
-	institution = {U.S. Environmental Protection Agency},
-	number = {EPA 600/R--14/383},
-	pagetotal = {58},
-	title = {Systems Measures of Water Distribution System Resilience},
-	year = {2014}
-}
-
-@techreport{USEPA15,
-	address = {Washington DC},
-	author = {U.S. Environmental Protection Agency, (U.S. EPA)},
-	institution = {U.S. Environmental Protection Agency},
-	number = {EPA/600/R--14/338},
-	pagetotal = {187},
-	title = {{Water} {Security} {Toolkit} User Manual},
-	year = {2015}
-}
-
-@article{VaCV11,
-	author = {van der Walt, Stefan and Colbert, S. Chris and Varoquaux, Gael},
-	doi = {10.1109/MCSE.2011.37},
-	journal = {Computing in Science and Engineering},
-	number = {2},
-	pages = {22--30},
-	title = {The {NumPy} Array: A Structure for Efficient Numerical Computation},
-	volume = {13},
-	year = {2011}
-}
-
-@article{WaSM88,
-	author = {Janet M. Wagner and Uri Shamir and David H. Marks},
-	doi = {10.1061/(ASCE)0733-9496(1988)114:3(276)},
-	journal = {Journal of Water Resources Planning and Management},
-	number = {3},
-	pages = {276--294},
-	title = {Water Distribution Reliability: Simulation Methods},
-	volume = {114},
-	year = {1988}
-}
-
-@inproceedings{WaWC06,
-	author = {Thomas M. Walski and Justin Sterling Weiler and Teresa Culver},
-	booktitle = {Proceedings of the Eighth Annual Water Distribution Systems Analysis ({WDSA}) Symposium, August 27-30, 2006, Cincinnati, OH},
-    OPTeditor          = {Steven G. Buchberger and Robert M. Clark and Walter M. Grayman and James G. Uber},
-    publisher       = {American Society of Civil Engineers},
-	doi = {10.1061/40941(247)31},
-    isbn            = {9780784409411},
-	pages = {1--9},
-	title = {Using Criticality Analysis to Identify Impact of Valve Location},
-	year = {2008}
-}
-
-@techreport{WWQP06,
-	author = {Wald, D.J. and Worden, B.C. and Quitoriano, V. and Pankow, K.L.},
-	institution = {United States Geologic Survey},
-	title = {{ShakeMap} manual: Technical manual, user's guide, and software guide},
-	url = {http://pubs.usgs.gov/tm/2005/12A01/},
-	urldate = {2017-04-25},
-	year = {2006}
-}
-
-@book{WCSG03,
-	address = {Waterbury, CT},
-	author = {Walski, T.M. and Chase, D.V. and Savic, D.A. and Grayman, W. and Beckwith, S.},
-	isbn = {978-0971414129},
-	pagetotal = {800},
-	publisher = {Haestad Press},
-	title = {Advanced Water Distribution Modeling and Management},
-	year = {2003}
+    author = "Toblerity",
+    howpublished = "Software",
+    title = "rtree",
+    url = "https://github.com/Toblerity/rtree",
+    urldate = "2022-03-17",
+    year = "2022"
+}
+
+@techreport{rwts20,
+    author = "Rossman, L. and Woo, H. and M., Tryby and Shang, F. and Janke, R. and and Haxton, T.",
+    institution = "U.S. Environmental Protection Agency",
+    address = "Washington, DC",
+    number = "EPA/600/R-20/133",
+    title = "{EPANET} 2.2 User Manual",
+    year = "2020"
+}
+
+@inproceedings{sokz12,
+    author = "Salomons, E. and Ostfeld, A. and Kapelan, Z. and Zecchin, A. and Marchi, A. and Simpson, A.",
+    booktitle = "Water Distribution Systems Analysis Conference 2012, September 24-27, Adelaide, South Australia, Australia",
+    url = "https://emps.exeter.ac.uk/media/universityofexeter/emps/research/cws/downloads/WDSA2012-BWNII-ProblemDescription.pdf",
+    publisher = "American Society of Civil Engineers",
+    title = "The battle of the water networks {II} - Problem description",
+    urldate = "2017-05-23",
+    year = "2012"
+}
+
+@misc{sphc16,
+    author = "Sievert, C. and Parmer, C. and Hocking, T. and Chamberlain, S. and Ram, K. and Corvellec, M. and Despouy, P.",
+    howpublished = "Software",
+    title = "plotly: Create interactive web graphics via {Plotly}'s {JavaScript} graphing library",
+    year = "2016",
+    url = "https://plot.ly",
+    publisher = "Plotly Technologies Inc.",
+    address = "Montreal, QC",
+    optcomment = "modified from below preferred citation, per Plotly"
+}
+
+@article{todi00,
+    author = "Todini, Ezio",
+    doi = "10.1016/S1462-0758(00)00049-2",
+    issn = "1462-0758",
+    journal = "Urban Water",
+    optnote = "Developments in water distribution systems",
+    number = "2",
+    pages = "115--122",
+    title = "Looped water distribution networks design using a resilience index based heuristic approach",
+    volume = "2",
+    year = "2000"
+}
+
+@techreport{usepa14,
+    author = "U.S. Environmental Protection Agency, (U.S. EPA)",
+    address = "Washington DC",
+    institution = "U.S. Environmental Protection Agency",
+    number = "EPA 600/R--14/383",
+    pagetotal = "58",
+    title = "Systems Measures of Water Distribution System Resilience",
+    year = "2014"
+}
+
+@techreport{usepa15,
+    author = "U.S. Environmental Protection Agency, (U.S. EPA)",
+    address = "Washington DC",
+    institution = "U.S. Environmental Protection Agency",
+    number = "EPA/600/R--14/338",
+    pagetotal = "187",
+    title = "{Water} {Security} {Toolkit} User Manual",
+    year = "2015"
+}
+
+@article{vacv11,
+    author = "van der Walt, Stefan and Colbert, S. Chris and Varoquaux, Gael",
+    doi = "10.1109/MCSE.2011.37",
+    journal = "Computing in Science and Engineering",
+    number = "2",
+    pages = "22--30",
+    title = "The {NumPy} Array: A Structure for Efficient Numerical Computation",
+    volume = "13",
+    year = "2011"
+}
+
+@article{wasm88,
+    author = "Wagner, Janet M. and Shamir, Uri and Marks, David H.",
+    doi = "10.1061/(ASCE)0733-9496(1988)114:3(276)",
+    journal = "Journal of Water Resources Planning and Management",
+    number = "3",
+    pages = "276--294",
+    title = "Water Distribution Reliability: Simulation Methods",
+    volume = "114",
+    year = "1988"
+}
+
+@inproceedings{wawc06,
+    author = "Walski, Thomas M. and Weiler, Justin Sterling and Culver, Teresa",
+    booktitle = "Proceedings of the Eighth Annual Water Distribution Systems Analysis ({WDSA}) Symposium, August 27-30, 2006, Cincinnati, OH",
+    opteditor = "Steven G. Buchberger and Robert M. Clark and Walter M. Grayman and James G. Uber",
+    publisher = "American Society of Civil Engineers",
+    doi = "10.1061/40941(247)31",
+    isbn = "9780784409411",
+    pages = "1--9",
+    title = "Using Criticality Analysis to Identify Impact of Valve Location",
+    year = "2008"
+}
+
+@techreport{wwqp06,
+    author = "Wald, D.J. and Worden, B.C. and Quitoriano, V. and Pankow, K.L.",
+    institution = "United States Geologic Survey",
+    title = "{ShakeMap} manual: Technical manual, user's guide, and software guide",
+    url = "http://pubs.usgs.gov/tm/2005/12A01/",
+    urldate = "2017-04-25",
+    year = "2006"
+}
+
+@book{wcsg03,
+    author = "Walski, T.M. and Chase, D.V. and Savic, D.A. and Grayman, W. and Beckwith, S.",
+    address = "Waterbury, CT",
+    isbn = "978-0971414129",
+    pagetotal = "800",
+    publisher = "Haestad Press",
+    title = "Advanced Water Distribution Modeling and Management",
+    year = "2003"
 }
diff --git a/documentation/users.rst b/documentation/users.rst
index 2d1c5e9c5..0fa282b46 100644
--- a/documentation/users.rst
+++ b/documentation/users.rst
@@ -36,76 +36,83 @@ Related software
 * VisWaterNet: https://github.com/tylertrimble/viswaternet
 
 Publications
------------------
+------------
+
+.. 
+        - Abdel-Mottaleb, N., Ghasemi Saghand, P., Charkhgard, H., & Zhang, Q. (2019). An exact multiobjective optimization approach for evaluating water distribution infrastructure criticality and geospatial interdependence. Water Resources Research, 55(7), 5255-5276.
+
+        - Antonowicz, A., Bałut, A., Urbaniak, A., & Zakrzewski, P. (2019). Algorithm for Early Warning System for Contamination in Water Network. In 2019 20th International Carpathian Control Conference (ICCC) (pp. 1-5). IEEE.
+
+        - Antonowicz, A., & Urbaniak, A. (2022). Optimization of the process of restoring the continuity of the WDS based on the matrix and genetic algorithm approach. Bulletin of the Polish Academy of Sciences: Technical Sciences, e141594-e141594.
 
-* Abdel-Mottaleb, N., Ghasemi Saghand, P., Charkhgard, H., & Zhang, Q. (2019). An exact multiobjective optimization approach for evaluating water distribution infrastructure criticality and geospatial interdependence. Water Resources Research, 55(7), 5255-5276.
+        - Bjerke, M. (2019). Leak Detection in Water Distribution Networks using Gated Recurrent Neural Networks, Master's thesis, Norwegian University of Science and Technology (NTNU).
 
-* Antonowicz, A., Bałut, A., Urbaniak, A., & Zakrzewski, P. (2019). Algorithm for Early Warning System for Contamination in Water Network. In 2019 20th International Carpathian Control Conference (ICCC) (pp. 1-5). IEEE.
+        - Bunn, B. B. (2018). An operational model of interdependent water and power distribution infrastructure systems. Naval Postgraduate School, Monterey, CA.
 
-* Antonowicz, A., & Urbaniak, A. (2022). Optimization of the process of restoring the continuity of the WDS based on the matrix and genetic algorithm approach. Bulletin of the Polish Academy of Sciences: Technical Sciences, e141594-e141594.
+        - Fan, X., Zhang, X., & Yu, X. B. (2021). Machine learning model and strategy for fast and accurate detection of leaks in water supply network. Journal of Infrastructure Preservation and Resilience, 2(1), 1-21.
 
-* Bjerke, M. (2019). Leak Detection in Water Distribution Networks using Gated Recurrent Neural Networks, Master's thesis, Norwegian University of Science and Technology (NTNU).
+        - Han, Q., Eguchi, R., Mehrotra, S., & Venkatasubramanian, N. (2018). Enabling state estimation for fault identification in water distribution systems under large disasters. In 2018 IEEE 37th Symposium on Reliable Distributed Systems (SRDS) (pp. 161-170). IEEE.
 
-* Bunn, B. B. (2018). An operational model of interdependent water and power distribution infrastructure systems. Naval Postgraduate School, Monterey, CA.
+        - Han, Q., Mehrotra, S., & Venkatasubramanian, N. (2019). Aquaeis: Middleware support for event identification in community water infrastructures. In Proceedings of the 20th International Middleware Conference (pp. 293-305).
 
-* Fan, X., Zhang, X., & Yu, X. B. (2021). Machine learning model and strategy for fast and accurate detection of leaks in water supply network. Journal of Infrastructure Preservation and Resilience, 2(1), 1-21.
+        - Huang, H., & Burton, H. V. (2022). Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning. Advances in Engineering Software, 168, 103113.
 
-* Han, Q., Eguchi, R., Mehrotra, S., & Venkatasubramanian, N. (2018). Enabling state estimation for fault identification in water distribution systems under large disasters. In 2018 IEEE 37th Symposium on Reliable Distributed Systems (SRDS) (pp. 161-170). IEEE.
+        - Iannacone, L., Sharma, N., Tabandeh, A., & Gardoni, P. (2022). Modeling time-varying reliability and resilience of deteriorating infrastructure. Reliability Engineering & System Safety, 217, 108074.
 
-* Han, Q., Mehrotra, S., & Venkatasubramanian, N. (2019). Aquaeis: Middleware support for event identification in community water infrastructures. In Proceedings of the 20th International Middleware Conference (pp. 293-305).
+        - Kammoun, M., Kammoun, A., & Abid, M. (2022). Experiments based comparative evaluations of machine learning techniques for leak detection in water distribution systems. Water Supply, 22(1), 628-642.
 
-* Huang, H., & Burton, H. V. (2022). Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning. Advances in Engineering Software, 168, 103113.
+        - Liu, J., & Kang, Y. (2022). Segment-based resilience response and intervention evaluation of water distribution systems. AQUA—Water Infrastructure, Ecosystems and Society, 71(1), 100-119.
 
-* Iannacone, L., Sharma, N., Tabandeh, A., & Gardoni, P. (2022). Modeling time-varying reliability and resilience of deteriorating infrastructure. Reliability Engineering & System Safety, 217, 108074.
+        - Liu, Y., Barrows, C., Macknick, J., & Mauter, M. (2020). Optimization Framework to Assess the Demand Response Capacity of a Water Distribution System. Journal of Water Resources Planning and Management, 146(8), 04020063.
 
-* Kammoun, M., Kammoun, A., & Abid, M. (2022). Experiments based comparative evaluations of machine learning techniques for leak detection in water distribution systems. Water Supply, 22(1), 628-642.
+        - Logan, K. T., Lestakova, M., Thiessen, N., Engels, J. I., & Pelz, P. F. (2021). Water Distribution in a Socio-Technical System: Resilience Assessment for Critical Events Causing Demand Relocation. Water, 13(15), 2062.
 
-* Liu, J., & Kang, Y. (2022). Segment-based resilience response and intervention evaluation of water distribution systems. AQUA—Water Infrastructure, Ecosystems and Society, 71(1), 100-119.
+        - Lorenz, I. S., & Pelz, P. F. (2020). Optimal resilience enhancement of water distribution systems. Water, 12(9), 2602.
 
-* Liu, Y., Barrows, C., Macknick, J., & Mauter, M. (2020). Optimization Framework to Assess the Demand Response Capacity of a Water Distribution System. Journal of Water Resources Planning and Management, 146(8), 04020063.
+        - Marlim, M. S., & Kang, D. (2022). Contaminant Flushing in Water Distribution Networks Incorporating Customer Faucet Control. Sustainability, 14(4), 2249.
 
-* Logan, K. T., Lestakova, M., Thiessen, N., Engels, J. I., & Pelz, P. F. (2021). Water Distribution in a Socio-Technical System: Resilience Assessment for Critical Events Causing Demand Relocation. Water, 13(15), 2062.
+        - Mazumder, R. K., Salman, A. M., Li, Y., & Yu, X. (2019). A Decision-making Framework for Water Distribution Systems using Fuzzy Inference and Centrality Analysis. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13, Seoul, South Korea, May 26-30, 2019.
 
-* Lorenz, I. S., & Pelz, P. F. (2020). Optimal resilience enhancement of water distribution systems. Water, 12(9), 2602.
+        - Mazumder, R. K., Salman, A. M., & Li, Y. (2020). Post-disaster sequential recovery planning for water distribution systems using topological and hydraulic metrics. Structure and Infrastructure Engineering, 1-16.
 
-* Marlim, M. S., & Kang, D. (2022). Contaminant Flushing in Water Distribution Networks Incorporating Customer Faucet Control. Sustainability, 14(4), 2249.
+        - Murillo, A., Taormina, R., Tippenhauer, N., & Galelli, S. (2020). Co-Simulating Physical Processes and Network Data for High-Fidelity Cyber-Security Experiments. In Sixth Annual Industrial Control System Security (ICSS) Workshop (pp. 13-20).
 
-* Mazumder, R. K., Salman, A. M., Li, Y., & Yu, X. (2019). A Decision-making Framework for Water Distribution Systems using Fuzzy Inference and Centrality Analysis. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13, Seoul, South Korea, May 26-30, 2019.
+        - Nikolopoulos, D., Moraitis, G., Bouziotas, D., Lykou, A., Karavokiros, G., & Makropoulos, C. (2020). Cyber-physical stress-testing platform for water distribution networks. Journal of Environmental Engineering, 146(7), 04020061.
 
-* Mazumder, R. K., Salman, A. M., & Li, Y. (2020). Post-disaster sequential recovery planning for water distribution systems using topological and hydraulic metrics. Structure and Infrastructure Engineering, 1-16.
+        - Nikolopoulos, D., Ostfeld, A., Salomons, E., & Makropoulos, C. (2021). Resilience Assessment of Water Quality Sensor Designs under Cyber-Physical Attacks. Water, 13(5), 647.
 
-* Murillo, A., Taormina, R., Tippenhauer, N., & Galelli, S. (2020). Co-Simulating Physical Processes and Network Data for High-Fidelity Cyber-Security Experiments. In Sixth Annual Industrial Control System Security (ICSS) Workshop (pp. 13-20).
+        - Nikolopoulos, D., Kossieris, P., Tsoukalas, I., & Makropoulos, C. (2022). Stress-testing framework for urban water systems: A source to tap approach for stochastic resilience assessment. Water, 14(2), 154.
 
-* Nikolopoulos, D., Moraitis, G., Bouziotas, D., Lykou, A., Karavokiros, G., & Makropoulos, C. (2020). Cyber-physical stress-testing platform for water distribution networks. Journal of Environmental Engineering, 146(7), 04020061.
+        - Nikolopoulos, D., & Makropoulos, C. (2022). Stress-testing water distribution networks for cyber-physical attacks on water quality. Urban Water Journal, 19(3), 256-270.
 
-* Nikolopoulos, D., Ostfeld, A., Salomons, E., & Makropoulos, C. (2021). Resilience Assessment of Water Quality Sensor Designs under Cyber-Physical Attacks. Water, 13(5), 647.
+        - Nyahora, P. P., Babel, M. S., Ferras, D., & Emen, A. (2020). Multi-objective optimization for improving equity and reliability in intermittent water supply systems. Water Supply, 20(5), 1592-1603.
 
-* Nikolopoulos, D., Kossieris, P., Tsoukalas, I., & Makropoulos, C. (2022). Stress-testing framework for urban water systems: A source to tap approach for stochastic resilience assessment. Water, 14(2), 154.
+        - Pagani, A., Wei, Z., Silva, R., & Guo, W. (2020). Neural Network Approximation of Graph Fourier Transforms for Sparse Sampling of Networked Flow Dynamics. arXiv preprint arXiv:2002.05508.
 
-* Nikolopoulos, D., & Makropoulos, C. (2022). Stress-testing water distribution networks for cyber-physical attacks on water quality. Urban Water Journal, 19(3), 256-270.
+        - Rahimi-Golkhandan, A., Aslani, B., & Mohebbi, S. (2022). Predictive resilience of interdependent water and transportation infrastructures: A sociotechnical approach. Socio-Economic Planning Sciences, 80, 101166.
 
-* Nyahora, P. P., Babel, M. S., Ferras, D., & Emen, A. (2020). Multi-objective optimization for improving equity and reliability in intermittent water supply systems. Water Supply, 20(5), 1592-1603.
+        - Randeniya, A., Radhakrishnan, M., Sirisena, T. A. J. G., Maish, I., & Pathirana, A. (2022). Equity-performance trade-off in water rationing regimes with domestic storage. Water Supply, 22(5), 4781-4797.
 
-* Pagani, A., Wei, Z., Silva, R., & Guo, W. (2020). Neural Network Approximation of Graph Fourier Transforms for Sparse Sampling of Networked Flow Dynamics. arXiv preprint arXiv:2002.05508.
+        - Sharma, N., Tabandeh, A., & Gardoni, P. (2019). Recovery optimization of interdependent infrastructure: a multi-scale approach. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13.
 
-* Rahimi-Golkhandan, A., Aslani, B., & Mohebbi, S. (2022). Predictive resilience of interdependent water and transportation infrastructures: A sociotechnical approach. Socio-Economic Planning Sciences, 80, 101166.
+        - Sharma, N., Tabandeh, A., & Gardoni, P. (2020). Regional resilience analysis: A multiscale approach to optimize the resilience of interdependent infrastructure. Computer-Aided Civil and Infrastructure Engineering, 35(12), 1315-1330.
 
-* Randeniya, A., Radhakrishnan, M., Sirisena, T. A. J. G., Maish, I., & Pathirana, A. (2022). Equity–performance trade-off in water rationing regimes with domestic storage. Water Supply, 22(5), 4781-4797.
+        - Tabandeh, S. (2018). Societal risk and resilience analysis: A multi-scale approach to model the dynamics of infrastructure-social systems (Doctoral dissertation, University of Illinois at Urbana-Champaign).
 
-* Sharma, N., Tabandeh, A., & Gardoni, P. (2019). Recovery optimization of interdependent infrastructure: a multi-scale approach. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13.
+        - Tabandeh, A., Sharma, N., & Gardoni, P. (2022). Uncertainty propagation in risk and resilience analysis of hierarchical systems. Reliability Engineering & System Safety, 219, 108208.
 
-* Sharma, N., Tabandeh, A., & Gardoni, P. (2020). Regional resilience analysis: A multiscale approach to optimize the resilience of interdependent infrastructure. Computer-Aided Civil and Infrastructure Engineering, 35(12), 1315-1330.
+        - Tomar, A., Burton, H. V., Mosleh, A., & Yun Lee, J. (2020). Hindcasting the Functional Loss and Restoration of the Napa Water System Following the 2014 Earthquake Using Discrete-Event Simulation. Journal of Infrastructure Systems, 26(4), 04020035.
 
-* Tabandeh, S. (2018). Societal risk and resilience analysis: A multi-scale approach to model the dynamics of infrastructure-social systems (Doctoral dissertation, University of Illinois at Urbana-Champaign).
+        - Vrachimis, S. G., & Kyriakou, M. S. (2018). LeakDB: A benchmark dataset for leakage diagnosis in water distribution networks. In WDSA/CCWI Joint Conference Proceedings (Vol. 1).
 
-* Tabandeh, A., Sharma, N., & Gardoni, P. (2022). Uncertainty propagation in risk and resilience analysis of hierarchical systems. Reliability Engineering & System Safety, 219, 108208.
+        - Vrachimis, S. G., Eliades, D. G., & Polycarpou, M. M. (2018). Leak detection in water distribution systems using hydraulic interval state estimation. In 2018 IEEE Conference on Control Technology and Applications (CCTA) (pp. 565-570). IEEE.
 
-* Tomar, A., Burton, H. V., Mosleh, A., & Yun Lee, J. (2020). Hindcasting the Functional Loss and Restoration of the Napa Water System Following the 2014 Earthquake Using Discrete-Event Simulation. Journal of Infrastructure Systems, 26(4), 04020035.
+        - Wille, D. (2019). Simulation-optimization for operational resilience of interdependent water-power systems in the US Virgin Islands (Doctoral dissertation, Monterey, CA; Naval Postgraduate School).
 
-* Vrachimis, S. G., & Kyriakou, M. S. (2018). LeakDB: A benchmark dataset for leakage diagnosis in water distribution networks. In WDSA/CCWI Joint Conference Proceedings (Vol. 1).
+        - Xing, L., & Sela, L. (2020). Transient simulations in water distribution networks: TSNet python package. Advances in Engineering Software, 149, 102884.
 
-* Vrachimis, S. G., Eliades, D. G., & Polycarpou, M. M. (2018). Leak detection in water distribution systems using hydraulic interval state estimation. In 2018 IEEE Conference on Control Technology and Applications (CCTA) (pp. 565-570). IEEE.
 
-* Wille, D. (2019). Simulation-optimization for operational resilience of interdependent water-power systems in the US Virgin Islands (Doctoral dissertation, Monterey, CA; Naval Postgraduate School).
+.. bibliography::
+    :notcited:
+    :list: bullet
 
-* Xing, L., & Sela, L. (2020). Transient simulations in water distribution networks: TSNet python package. Advances in Engineering Software, 149, 102884.