Anthony Bonfils at the blackboard.

Author: Anthony Bonfils
Date published: 2026-03-10

Nordita Reflections is a series where researchers share small moments from their work: ideas, thoughts and discoveries along the way.

In the first reflection, postdoc Anthony Bonfils writes about a deceptively simple equation.


On the solutions of tan(x) = x

A transcendental equation that often appears in physics is:

tan(x) = x.

We learn early on that this deceptively simple equation cannot be solved analytically, so the instinct is simply to let a computer find the solutions. Few people try to approach it differently.

By chance, I stumbled upon a very good numerical approximation for the n-th root of this equation:

xₙ ≈ π √(n+n²)

It works remarkably well for large n. This made me wonder whether it might be possible to construct a proper asymptotic expansion using 1/n as a small parameter.

For a while I fulfilled the parodic definition of an applied mathematician: covering pages with calculations, only to throw them in the bin at the end of the day because they were all wrong.

Eventually, I found the trick and obtained a clean asymptotic series for xₙ. I was delighted, and immediately started thinking about applying the method to more complicated cases, such as the zeros of Bessel functions.

Then I discovered that it had already been done by Stokes in 1856. As professor John Wettlaufer used to say, there is no statute of limitations in the literature.

In the end, I was only about 170 years late.