Almost recognizability by spectrum of simple exceptional groups of Lie type
Andrey V. Vasil'ev, Alexey M. Staroletov

TL;DR
This paper proves that finite groups sharing the spectrum with a simple exceptional Lie-type group are essentially the same, with only finitely many possibilities, except for one specific case.
Contribution
It establishes spectrum-based recognition for all but one exceptional group, showing such groups are uniquely determined up to automorphism within a finite set.
Findings
Finite groups with the same spectrum as $E_7(q)$ are isomorphic to groups between $L$ and its automorphism group.
The result applies to all simple exceptional groups except ${}^3D_4(2)$.
There are finitely many groups with the same spectrum as each such simple group.
Abstract
The spectrum of a finite group is the set of its elements orders. Groups are said to be isospectral if their spectra coincide. For every finite simple exceptional group , we prove that each finite group isospectral to is isomorphic to a group squeezed between and its automorphism group, that is ; in particular, up-to isomorphism, there are only finitely many such groups. This assertion, together with a series of previously obtained results, implies that the same is true for every finite simple exceptional group except the group .
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