We treat the nonequilibrium motion of a single-impurity atom in a low-temperature single-species Fermi sea, interacting via a contact interaction. In the nonequilibrium regime, the impurity does a superdiffusive geometric random walk where the typical distance traveled grows with time as $\ensuremath{\sim}{t}^{d/(d+1)}$ for the
d-dimensional system with $d\ensuremath{\ge}2$. For nonzero temperature
T, this crosses over to diffusive motion at long times with diffusivity $D\ensuremath{\sim}{T}^{\ensuremath{-}(d\ensuremath{-}1)/2}$. These results apply also to a nonzero concentration of impurity atoms as long as they remain dilute and nondegenerate.
Superdiffusion is an anomalous transport behavior. Recently, a new mechanism, termed the ``nodal mechanism," has been proposed to induce superdiffusion in quantum models. However, existing realizations of the nodal mechanism have so far been proposed on fine-tuned, artificial Hamiltonians, posing a significant challenge for experimental observation. In this work, we propose a broad class of models for generating superdiffusion potentially realizable in condensed matter systems across different spatial dimensions. A robust nodal structure emerges from the hybridization between the itinerant electrons and the local impurity orbitals, protected by the intrinsic symmetry and topology of the electronic band. We derive a universal scaling law for the conductance,
G∼L−γ, revealing how the exponent is dictated by the dimensionality of the nodal structure (
Dnode) and its order
n, and the dimensionality of the system
(D) at high temperatures or that of the Fermi surface (
DF) at low temperatures. Through numerical simulations, we validate these scaling relations at zero temperature for various models, including those based on graphene and multi-Weyl semimetals, finding excellent agreement between our theory and the computed exponents. Beyond the scaling of conductance, our framework predicts a suite of experimentally verifiable signatures, notably a new mechanism for linear-in-temperature resistivity (
ρ∼T) and a divergent low-frequency optical conductivity (
σ(ω)∼ωγ−1), establishing a practical route to discovering and engineering anomalous transport in quantum materials.