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Standard electronic friction approximations catastrophically break down under nonequilibrium conditions, but capturing memory kernels via Markovian embedding stabilizes molecular dynamics to match exact quantum benchmarks.
Negative electronic friction, often attributed to simple Joule heating, actually stems from significant non-Markovian effects that can destabilize standard Langevin descriptions of molecular dynamics.
