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R. Moessner

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Preprint Aug 2026

Reinforcement Learning to Harness Approximation Errors for Long-Time Quantum Simulation

Accurate digital quantum simulation at long times is limited by the accumulation of errors inherent to approximate simulation. Here we introduce RL-Trotter, a reinforcement-learning framework that treats unavoidable approximation errors as resources for error correction rather than merely imperfections to suppress. We...

Yu-Bo Shi, M. Heyl, R. Moessner et al. · 0 citations
Preprint Sep 2026

Exact quantum spin liquids with topological order on maple-leaf and trellis lattices

We construct spin models with bond-dependent anisotropic interactions on the penta-coordinated maple-leaf and trellis lattices, which yield exact $\mathbb{Z}_2$ quantum spin liquids akin to the Kitaev honeycomb model. We characterize the resulting ground states by their flux sectors, Chern numbers, and topological exci...

Li Ern Chern, R. Moessner, Claudio Castelnovo · 0 citations
Preprint Aug 2026

Observation of far-from-equilibrium scaling in the transient dynamics of 2D quantum magnets

The transient regime of far-from-equilibrium quantum many-body dynamics lacks the established organizing principles that universality and scaling provide in equilibrium. It is least understood for two-dimensional short-range interacting systems, where mean-field arguments are not expected to hold, controlled theoretica...

Fabio Bensch, Umberto Borla, Federico Balducci et al. · 1 citation
Preprint Aug 2026

Fractal deconfinement and confinement in Sierpinski ice

We study the six-vertex model on the Sierpinski gasket, a four-coordinated hierarchical fractal with Hausdorff dimension $d_f=\log_23$. Given the importance of dimensionality for the long-wavelength behavior of such models, we specifically consider correlations and confinement as a function of the vertex weights, with...

James Walkling, R. Moessner · 0 citations
Preprint Jul 2026

Universal Dynamic Scaling of 2D Quantum Ising Transition on the Fuzzy Sphere

We revisit the problem of \textit{real-time} quantum dynamics of the paradigmatic two dimensional transverse-field Ising model using the recently developed fuzzy sphere regularization scheme. By linearly ramping the transverse field from the paramagnetic phase to criticality, we study the finite-time scaling behavior o...

Meng Zeng, Yin Shuai, R. Moessner · 0 citations

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