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Heat Exchanger Network Design
Graph Chatbot
Related lectures (32)
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Graph Algorithms II: Traversal and Paths
Explores graph traversal methods, spanning trees, and shortest paths using BFS and DFS.
Statistical analysis of network data
Covers stochastic properties, network structures, models, statistics, centrality measures, and sampling methods in network data analysis.
Assembly: Physics of Manufacturing
Discusses the importance of assembly in manufacturing and covers common couplings, stability, and spatial vectors.
Sparsest Cut: ARV Theorem
Covers the proof of the Bourgain's ARV Theorem, focusing on the finite set of points in a semi-metric space and the application of the ARV algorithm to find the sparsest cut in a graph.
Interlacing Families and Ramanujan Graphs
Explores interlacing families, Ramanujan graphs, and their construction using signed adjacency matrices.
Networks, Flows
Covers the definition of flow in a network and flow calculation.
Belief Propagation
Explores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.
Non-parametric regression for networks
Explores non-parametric regression for networks, covering object data analysis, network graphs, extrinsic distances, and practical projections.
Minimum Guardians in Graphs
Explores the concept of minimizing guardians in graphs through strategic edge selection.
Message passing in graphical models
Explains message passing in graphical models and the matching problem in graph theory.
