Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations...
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![Page 1: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/1.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
Network Science: From Theory to Practice
![Page 2: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/2.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
Existing Network Science
• Graph-Based Statistical Physics• Simulation on Graphs
![Page 3: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/3.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
JadbabaieCollective behavior, social aggregation
HassibiInformation flow and consensus
HillSocial network signatures
Chung GrahamNetwork games and percolation
CarlsonComplex disaster phenomena
AldersonNetwork centric infrastructure
StecklerHastily Formed Networks
KearnsBehavioral network science
DoyleArchitecture of complex networks
![Page 4: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/4.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
JadbabaieCollective behavior, social aggregation
![Page 5: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/5.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
HillSocial network signatures
![Page 6: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/6.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
HassibiInformation flow and consensus
![Page 7: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/7.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
KearnsBehavioral network science
![Page 8: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/8.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
Chung GrahamNetwork games and percolation
![Page 9: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/9.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
CarlsonComplex disaster phenomena
![Page 10: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/10.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
DoyleArchitecture of complex networks
![Page 11: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/11.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
AldersonNetwork centric infrastructure
![Page 12: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/12.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
StecklerHastily Formed Networks
![Page 13: Theory Data Analysis Numerical Experiments Lab Experiments Field Exercises Real-World Operations First principles Rigorous math Algorithms Proofs Correct.](https://reader030.fdocuments.net/reader030/viewer/2022032521/56649d5d5503460f94a3cd99/html5/thumbnails/13.jpg)
Theory DataAnalysis
Numerical Experiments
LabExperiments
FieldExercises
Real-WorldOperations
• First principles• Rigorous math• Algorithms• Proofs
• Correct statistics• Only as good
as underlying data
• Simulation• Synthetic,
clean data
• Stylized• Controlled• Clean,
real-world data
• Semi-Controlled•Messy,
real-world data
• Unpredictable• After action
reports in lieu of data
JadbabaieCollective behavior, social aggregation
HassibiInformation flow and consensus
HillSocial network signatures
Chung GrahamNetwork games and percolation
CarlsonComplex disaster phenomena
AldersonNetwork centric infrastructure
StecklerHastily Formed Networks
KearnsBehavioral network science
DoyleArchitecture of complex networks