Highlights from an AMS Special Session on inverse problems, this collection presents rigorous research on quantum invariants, Khovanov homology, quantum groups, topological field theories, and tensor networks. It serves as a resource for those exploring low-dimensional topology, mathematical physics, and algebraic geometry.