Faculty solution guide

Computational Topology and Persistent Homology

Accept equivalent mathematically correct reasoning. Require explicit definitions, theorem hypotheses, proof structure, verification, and limitations.

Problem 1

It records when homological features appear and disappear across a filtration, summarized by intervals or a persistence diagram.

Problem 2

Identify the first invalid inference, missing hypothesis, quantifier error, unjustified limit interchange, or unproved existence claim; then supply a valid repair.

Problem 3

A complete response explicitly states the definitions, domain, hypotheses, exact target, and theorem dependencies for Computational Topology and Persistent Homology.

Problem 4

The argument must address tracking homological features across filtrations with each nontrivial step justified and the final conclusion restated.

Problem 5

A strong application explains the mathematical model in topological data analysis, robotics, materials, quantum field theory, relativity, geometric computing, and advanced research, verifies conditions, and names at least one limitation.

Problem 6

Accept a second valid proof, a counterexample showing necessity of a hypothesis, an independent estimate, or a reproducible finite check that is correctly described as supporting evidence.

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