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

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

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

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

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

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

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

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

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

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

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

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

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