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Rose, Dominic C.

  1. Combining Reinforcement Learning and Tensor Networks, with an Application to Dynamical Large Deviations
    2022/09/28 by Edward Gillman, Gillman, Edward, D. C. Rose +3 · 4 citations
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)
  2. Hierarchical classical metastability in an open quantum East model
    2020/10/29 by Rose, Dominic C., Macieszczak, Katarzyna, Lesanovsky, Igor +1 · 3 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)