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Viser: Field-Theoretic Simulations in Soft Matter and Quantum Fluids
Field-Theoretic Simulations in Soft Matter and Quantum Fluids
Glenn Fredrickson og Kris Delaney
(2025)
Sprog: Engelsk
Oxford University Press
621,00 kr.
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Detaljer om varen
- Paperback: 400 sider
- Udgiver: Oxford University Press (Marts 2025)
- Forfattere: Glenn Fredrickson og Kris Delaney
- ISBN: 9780198952817
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.
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.
1. Introduction2. Classical Equilibrium Theory: Particles to Fields3. Quantum Equilibrium Theory: Particles to Fields4. Numerical Methods for Field Operations5. Numerical Methods for Field-Theoretic Simulations6. Non-equilibrium Extensions7. Advanced Simulation Methods
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