Field Theoretic Simulations in Soft Matter and Quantum Fluids
Field-Theoretic Simulations in Soft Matter and Quantum Fluids
by Fredrickson, Glenn H.;Delaney, Kris T.;
English | 2023 | ISBN: 0192847481 | 399 pages | True PDF | 7.68 MB
by Fredrickson, Glenn H.;Delaney, Kris T.;
English | 2023 | ISBN: 0192847481 | 399 pages | True PDF | 7.68 MB
This monograph provides an introduction to field-theoretic simulations in classical soft matter and Bose quantum fluids. The method represents a new class of molecular computer simulation in which continuous fields, rather than particle coordinates, are sampled and evolved. Field-theoretic simulations are capable of analysing the properties of systems that are challenging for traditional simulation techniques, including dense phases of high molecular weight polymers, self-assembling fluids, and quantum fluids at finite temperature.
The monograph details analytical methods for converting classical and quantum many-body problems to equilibrium field theory models with a molecular basis. Numerical methods are described that enable efficient, accurate, and scalable simulations of such models on modern computer hardware, including graphics processing units (GPUs). Extensions to non-equilibrium systems are discussed, along with an introduction to advanced field-theoretic simulation techniques including free energy estimation, alternative ensembles, coarse-graining, and variable cell methods.