Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Model Database ResolutionCovers model database resolution, hydrology, GIS, connections, transitions, and validation using various datasets.
Degree of Freedom AnalysisExplores degree of freedom analysis, redundancy, and data reconciliation in process modeling and optimization.
Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
Handling Network DataExplores handling network data, including types of graphs, real-world network properties, and node importance measurement.