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This model parameterizes a linear vibronic coupling (LVC) Hamiltonian directly from energy gap fluctuations calculated along molecular dynamics (MD) trajectories of the chromophore in solution, accounting for both anharmonicity in the potential and direct solute–solvent interactions. Here, we introduce a robust approach to model linear absorption spectra accounting for both environmental and non-adiabatic effects from first principles. In systems where excited states intersect in the Condon region, significant non-adiabatic contributions to absorption line shapes can also be observed. Modeling linear absorption spectra of solvated chromophores is highly challenging as contributions are present both from coupling of the electronic states to nuclear vibrations and from solute–solvent interactions. Despite ever-growing resource requirements, we find that converged non-perturbative results can be obtained, and we discuss a number of recent ideas and numerical techniques that should allow wide application of MPS to complex open quantum systems.

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Using this approach, we produce a benchmark dataset for the dynamics of the Ohmic spin-boson model across a wide range of coupling strengths and temperatures, and also present a detailed analysis of the numerical costs of simulating non-equilibrium steady states, such as those emerging from the non-perturbative coupling of a qubit to baths at different temperatures.

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2019, 123, 090402.) that shows how finite-temperature open dynamics can be obtained from zero temperature, i.e., pure wave function, simulations. In this study we use time-dependent variational evolution of MPS to explore the striking theory of Tamascelli et al. Tensor network and matrix product states (MPS) have emerged as powerful tools for open system models, but the numerical resources required to treat finite-temperature environments grow extremely rapidly and limit their applications.

  • \footnote.Simulating the non-perturbative and non-Markovian dynamics of open quantum systems is a very challenging many body problem, due to the need to evolve both the system and its environments on an equal footing.
  • The \footnote command is the core LaTeX command for creating footnotes and takes two forms: This time-honoured literary device is supported by LaTeX and in this help article we explain the main footnote-related commands and provide a range of examples to demonstrate their use. Introduction to LaTeX's main footnote commandsĪccording to Wikipedia, footnotes were invented by an English printer called Richard Jugge ( c.1514–1577).
  • 4.1 Example: creating table notes using the threeparttablex package.
  • 4 Table notes: an alternative to footnotes.
  • 3.4 Example: table footnotes via the tablefootnote package.
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  • 3.3 Example from LaTeX2e unofficial reference manual.
  • 3.2 Example: \footnote does not work in the tabular environment.
  • 3.1 Should you use footnotes in tables?.
  • 2 Examples and applications of footnotes.
  • 1.3.1 Example: using \footnotemark and \footnotetext.
  • 1.3 The \footnotemark and \footnotetext commands.
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    1.2 Storing the current footnote marker value: LaTeX counters.

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  • 1.1.1 Example: using the \footnote command.
  • 1 Introduction to LaTeX's main footnote commands.










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