43 citations · 76 across the 6 of their papers we have counts for
6 papers
Latent Space Cartography: Generalised Metric-Inspired Measures and Measure-Based Transformations for Generative Models
Max F. Frenzel, Bogdan Teleaga, Asahi Ushio
Deep generative models are universal tools for learning data distributions on high dimensional data spaces via a mapping to lower dimensional latent spaces. We provide a study of l…
Coarse-grained hidden entropy production in partially inaccessible quantum jump trajectories
Max F. Frenzel, Takahiro Sagawa
We consider an open quantum system for which only a subset of all possible transitions are accessible, while the remaining ones are hidden from direct observation. Using a modifica…
Quasi-autonomous quantum thermal machines and quantum to classical energy flow
Max F. Frenzel, David Jennings, Terry Rudolph
There are both practical and foundational motivations to consider the thermodynamics of quantum systems at small scales. Here we address the issue of autonomous quantum thermal mac…
Reexamination of Pure Qubit Work Extraction
Max F. Frenzel, David Jennings, Terry Rudolph
Many work extraction or information erasure processes in the literature involve the raising and lowering of energy levels via external fields. But even if the actual system is trea…
Atoms and Photons - Their Interaction Dynamics
Max F. Frenzel
The Jaynes-Cummings model (JCM) describes the interaction of a two-level atom with a single quantised field mode in an optical cavity. In this BSc project we derive the basic Rabi…
Matrix Product State Representation without explicit local Hilbert Space Truncation with Applications to the Sub-Ohmic Spin-Boson Model
Max F. Frenzel, Martin B. Plenio
We present an alternative to the conventional matrix product state representation, which allows us to avoid the explicit local Hilbert space truncation many numerical methods emplo…