Physics Paradigm Challenge

A 70-year-old mystery about how to 'see' inside objects with a single wave source has finally been solved.

March 31, 2026

Original Paper

Global Convergence and Uniqueness for an Inverse Problem Posed by Gelfand

Michael V. Klibanov, Jingzhi Li, Tian Niu, Vladimir G. Romanov

arXiv · 2603.27729

The Takeaway

In 1954, legendary mathematician I.M. Gelfand asked if it was possible to perfectly reconstruct an object's hidden interior using just one point of origin for waves. A new computational method finally provides a guaranteed solution, which could lead to far more accurate medical scans and geological surveys than current technology allows.

From the abstract

The first globally convergent numerical method is developed for a coefficient inverse problem (CIP) for the $n-$d, $n\geq 2$ wave equation with the unknown potential in the most challenging case when the $\delta -$ function is present in the initial condition with a single location of the point source. In fact, an approximate mathematical model for that CIP is derived. That globally convergent numerical method is developed for this model. This is a new version of the so-called convexification nu