Lattice Field Theory and Machine Learning

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Applications of flow models to the generation of correlated lattice QCD ensembles (online)

Continuous normalizing flows for gauge theories

Diffusion models: cumulants and lattice field theory

Gauge covariant Transforme

Hands-on NeuLat: A Toolbox for generative neural samplers in Lattice Field Theory

Renormalization Group and Flow-Based Generative Models

Self-learning Monte Carlo with equivariant Transformer

What is the flow-based sampling endgame?

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05/12/2024

06/12/2024

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