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This research introduces multibath influence matrices as a method to compress spacetime tensor networks, effectively addressing the simulation bottleneck caused by diverging timescales in critical dynamics. By applying this technique to strongly correlated systems like the two-impurity Anderson model, the study demonstrates practical utility for mapping real-time evolution through quantum phase transitions and obtaining universal scaling exponents. The work represents a significant methodological advance specifically within the domain of computational physics required for advanced AI/quantum simulations.
Multibath Influence Matrices: Universal Scaling from Real-Time Dynamics
arXiv:2607.16411v1 Announce Type: cross Abstract: Diverging timescales are the hallmark of critical dynamics and the bottleneck to their classical and quantum simulation. To tame this, we compress a spacetime tensor network: temporally into semigroup influence matrices and spatially via matrix-product states. Benchmarking on the two-impurity Anderson model with its four fermionic species, we compute spectral functions to map the evolution from a Kondo resonance, across a non-Fermi-liquid quantum critical point, and into a gapped singlet phase. Resolving transient through asymptotic dynamics in sudden quenches and Kibble-Zurek ramps, we obtain the universal two-channel-Kondo exponent. Together, these results establish multibath influence matrices as a practical tool for real-time dynamics in strongly correlated multi-orbital systems.
Abstract:Diverging timescales are the hallmark of critical dynamics and the bottleneck to their classical and quantum simulation. To tame this, we compress a spacetime tensor network: temporally into semigroup influence matrices and spatially via matrix-product states. Benchmarking on the two-impurity Anderson model with its four fermionic species, we compute spectral functions to map the evolution from a Kondo resonance, across a non-Fermi-liquid quantum critical point, and into a gapped singlet phase. Resolving transient through asymptotic dynamics in sudden quenches and Kibble-Zurek ramps, we obtain the universal two-channel-Kondo exponent. Together, these results establish multibath influence matrices as a practical tool for real-time dynamics in strongly correlated multi-orbital systems.
4.5 pages + End Matter, 3 figures
Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)
arXiv:2607.16411 [cond-mat.str-el]
(or arXiv:2607.16411v1 [cond-mat.str-el] for this version)
https://doi.org/10.48550/arXiv.2607.16411 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 212 words
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