Colored-noise thermostats à la carte
arXiv:1204.0822 · doi:10.1021/ct900563s
Abstract
Recently, we have shown how a colored-noise Langevin equation can be used in the context of molecular dynamics as a tool to obtain dynamical trajectories whose properties are tailored to display desired sampling features. In the present paper, after having reviewed some analytical results for the stochastic differential equations forming the basis of our approach, we describe in detail the implementation of the generalized Langevin equation thermostat and the fitting procedure used to obtain optimal parameters. We discuss in detail the simulation of nuclear quantum effects, and demonstrate that, by carefully choosing parameters, one can successfully model strongly anharmonic solids such as neon. For the reader's convenience, a library of thermostat parameters and some demonstrative code can be downloaded from an on-line repository.
References in corpus (6)
- Canonical sampling through velocity-rescaling
- Accurate sampling using Langevin dynamics
- Nuclear quantum effects in solids using a colored-noise thermostat
- Langevin equation with colored noise for constant-temperature molecular dynamics simulations
- Stochastic thermostats: comparison of local and global schemes
- Quantum thermal transport from classical molecular dynamics
Cited by in corpus (81)
- Nuclear quantum effects enter the mainstream
- Efficient stochastic thermostatting of path integral molecular dynamics
- i-PI 2.0: A Universal Force Engine for Advanced Molecular Simulations
- How to remove the spurious resonances from ring polymer molecular dynamics
- i-PI: A Python interface for ab initio path integral molecular dynamics simulations
- Efficient first-principles calculation of the quantum kinetic energy and momentum distribution of nuclei
- Accelerating the convergence of path integral dynamics with a generalized Langevin equation
- Cation controlled wetting properties of vermiculite membranes and its potential for fouling resistant oil-water separation
- Data-driven parameterization of the generalized Langevin equation
- Iterative Reconstruction of Memory Kernels
- Efficient multiple time scale molecular dynamics: using colored noise thermostats to stabilize resonances
- Uncertainty estimation for molecular dynamics and sampling
- Anharmonic and Quantum Fluctuations in Molecular Crystals: A First-Principles Study of the Stability of Paracetamol
- SchNetPack 2.0: A neural network toolbox for atomistic machine learning
- Fine Tuning Classical and Quantum Molecular Dynamics using a Generalized Langevin Equation
- Isotope Effects in Liquid Water via Deep Potential Molecular Dynamics
- High Order Path Integrals Made Easy
- The Generalized Langevin Equation: An efficient approach to non-equilibrium molecular dynamics of open systems
- Equation of state of fluid methane from first principles with machine learning potentials
- i-PI 3.0: a flexible and efficient framework for advanced atomistic simulations
- Recognizing Local and Global Structural Motifs at the Atomic Scale
- Generalized Langevin dynamics: Construction and numerical integration of non-Markovian particle-based models
- Probing defects and correlations in the hydrogen-bond network of ab initio water
- Likelihood-based non-Markovian models from molecular dynamics
- Efficient and versatile model for vibrational STEM-EELS
- Inexpensive modelling of quantum dynamics using path integral generalized Langevin equation thermostats
- Zero-Point Energy Leakage in Quantum Thermal Bath Molecular Dynamics Simulations
- Nuclear quantum effects in ab initio dynamics: theory and experiments for lithium imide
- Quantum Ring-Polymer Contraction Method: Including nuclear quantum effects at no additional computational cost in comparison to ab-initio molecular dynamics
- Simulation of quantum zero-point effects in water using a frequency-dependent thermostat
- On the Applicability of the Caldeira-Leggett Model to Condensed Phase Vibrational Spectroscopy
- Simulating solvation and acidity in complex mixtures with first-principles accuracy: the case of CHSOH and HO in phenol
- Roadmap for Molecular Benchmarks in Nonadiabatic Dynamics
- On the calculation of quantum mechanical electron transfer rates
- Converged Colored Noise Path Integral Molecular Dynamics Study of the Zundel Cation down to Ultra-low Temperatures at Coupled Cluster Accuracy
- Deciphering the Influence of Ground-State Distributions on the Calculation of Photolysis Observables
- Applications of the Generalised Langevin Equation: towards a realistic description of the baths
- Nuclear Quantum Effects in liquid water at near classical computational cost using the adaptive Quantum Thermal Bath
- Finite-temperature materials modeling from the quantum nuclei to the hot electrons regime
- Parametrizing linear generalized Langevin dynamics from explicit molecular dynamics simulations
- The frequency-resolved frozen phonon multislice method and its application to vibrational EELS using parallel illumination
- How to obtain thermostatted ring polymer molecular dynamics from exact quantum dynamics and when to use it
- Predicting the photodynamics of cyclobutanone triggered by a laser pulse at 200 nm and its MeV-UED signals -- a trajectory surface hopping and XMS-CASPT2 perspective
- Modeling the Ga/As binary system across temperaturesand compositions from first principles
- Ab Initio Generalized Langevin Equation
- Vibrational spectroscopy via the Caldeira-Leggett model with anharmonic system potentials
- Model reduction techniques for the computation of extended Markov parameterizations for generalized Langevin equations
- Static disorder and structural correlations in the low temperature phase of lithium imide
- Nonequilibrium processes from Generalised Langevin Equations: realistic nanoscale systems connected to two thermal baths
- Quantifying the impact of vibrational nonequilibrium in plasma catalysis: Insights from a molecular dynamics model of dissociative chemisorption
- Assessing the persistence of chalcogen bonds in solution with neural network potentials
- Specific versus Nonspecific Solvent Interactions of a Biomolecule in Water
- Fast-Forward Langevin Dynamics with Momentum Flips
- Predicting hot-electron free energies from ground-state data
- Scaling limits for the generalized Langevin equation
- Force renormalization for probes immersed in an active bath
- Probing the effects of broken symmetries in machine learning
- Quantum Vibronic Effects on the Excitation Energies of the Nitrogen-Vacancy Center in Diamond
- Simulating nuclear and electronic quantum effects in enzymes
- MiMiC: A High-Performance Framework for Multiscale Molecular Dynamics Simulations
- Including photoexcitation explicitly in trajectory-based nonadiabatic dynamics at no cost
- Accurate and robust splitting methods for the generalized Langevin equation with a positive Prony series memory kernel
- Rectification of energy and motion in non-equilibrium parity violating metamaterials
- Uncertainty quantification for generalized Langevin dynamics
- Non-Markovian systems out of equilibrium: Exact results for two routes of coarse graining
- Isotope effects in x-ray absorption spectra of liquid water
- Quantum vibronic effects on the electronic properties of molecular crystals
- MIST: A Simple and Efficient Molecular Dynamics Abstraction Library for Integrator Development
- Stochastic simulation of dissipative quantum oscillators
- Coarse-graining conformational dynamics with multi-dimensional generalized Langevin equation: how, when, and why
- A Gauss-Newton method for iterative optimization of memory kernels for generalized Langevin thermostats in coarse-grained molecular dynamics simulations
- Parameter Inference for Degenerate Diffusion Processes
- Evaluating functions of positive-definite matrices using colored noise thermostats
- A first-principles study on the lattice thermal conductivity of irradiated glassy states of the GeSbTe phase-change memory material
- Non-Markovian Effects in Quantum Rate Calculations of Hydrogen Diffusion with Electronic Friction
- Energy rectification in active gyroscopic networks under time-periodic modulations
- Reweighted Jarzynski sampling: Acceleration of rare events and free energy calculation with a bias potential learned from nonequilibrium work
- Harmonic-to-anharmonic thermodynamic integration made simple using REG TI
- Non-Markovianity Benefits Quantum Dynamics Simulation
- Assessing Parameters for Ring Polymer Molecular Dynamics Simulations at Low Temperatures: DH+H Chemical Reaction
- The Phase Diagram of Carbon Dioxide from Correlation Functions and a Many-body Potential