Publications

This section lists peer-reviewed publications related to HAL’s MD package. Please send suggestions for papers that should be included to info@halmd.org along with a short description and a graphical illustration (if available).

Technical papers

MD simulation algorithms

The paper describes the essential MD simulation algorithms and their implementation for the GPU. Please refer to it in all publications based on or linked to HAL’s MD package.

P. H. Colberg and F. Höfling, Highly accelerated simulations of glassy dynamics using GPUs: Caveats on limited floating-point precision, Comput. Phys. Commun. 182, 1120 (2011) [arXiv:0912.3824].

H5MD format of input and output files

The paper introduces and justifies the H5MD file format and contains its detailed specification as of version 1.0.

P. de Buyl, P. H. Colberg, and F. Höfling, H5MD: a structured, efficient, and portable file format for molecular data, Comput. Phys. Commun. 185, 1546 (2014) [arXiv:1308.6382].

Scientific research

Liquid flow in amorphous nanopores

The fluid flow in nanopores depends on the interaction with the pore surfaces, but also on their atomic-scale morphology. Matching the molecular structures of pore walls and fluid minimises the surface slip, with crystalline and amorphous walls producing distinct flow resistances. Thus, surface morphology offers a means to control surface slip in non-equilibrium molecular dynamics (NEMD) simulations and emphasize the need for molecular-scale models to accurately capture fluid dynamics in nanoporous materials.

G. Marcelli, T. Bottinelli Montandon, R. Ebrahimi Viand, and F. Höfling, Fluid flow inside slit-shaped nanopores: the role of surface morphology at the molecular scale, J. Chem. Phys. 162, 104101 (2025).

_images/marcelli_flow_amorphous_slitpore.jpg

Liquid flow in a slit-shaped pore with amorphous walls (courtesy of G. Marcelli)

Adaptive resolution simulation of open systems out of equilibrium

The Adaptive Resolution Simulation (AdResS) technique permits molecular dynamics simulations with open boundaries by a transparent coupling to particle reservoirs. Translating the theoretical model of Bergmann and Lebowitz for open systems out of equilibrium to AdResS yields NEMD simulations of the unconstrained (NVE) dynamics of fluids with open boundaries in a thermal gradient. A pressure gradient with an ensuing mass flux is maintained if a permeable mebrane is used to resist the fluid flow. Thermal isolation of the fluid and viscous dissipation cause a rise in fluid temperature, consistent with fluid mechanics.

R. Ebrahimi Viand, F. Höfling, R. Klein, and L. Delle Site, Communication: Theory and Simulation of Open Systems out of Equilibrium, J. Chem. Phys. 153, 101102 (2020).

R. Ebrahimi Viand, Molecular dynamics simulation of open systems far from equilibrium, PhD thesis, Freie Universität Berlin (2022), supervised by F. Höfling.

_images/ebrahimi_viand_flowing_matter_2022.jpg

Liquid permeation of an arrangement of obstacles via boundary-driven NEMD simulations (courtesy of F. Höfling).

Frequency-dependent transport coefficients in viscous liquids

How friction in liquids emerges from conservative forces between atoms is a crucial parameter for dynamic processes in liquid matter and soft materials. Using energy-conserving molecular dynamics simulations of simple and complex liquids, frequency-resolved coefficients of molecular friction and shear viscosity are obtained from high-precision data for response functions, covering several decades in time. This approach bridges hydrodynamic long-time anomalies and a frictionless high-frequency regime. Combining simulation data with theory shows that the friction felt by a single molecule occurs abruptly below a certain frequency.

A. V. Straube, B. G. Kowalik, R. R. Netz, and F. Höfling, Rapid onset of molecular friction in liquids bridging between the atomistic and hydrodynamic pictures, Commun. Phys. 3, 126 (2020).

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At the scale of a picosecond, the smooth, but irregular atomic trajectories lead to the rapid onset of dissipation and friction (journal cover in October 2020)

Critical dynamics and surface adsorption of symmetric binary fluids

Binary liquids phase separate at certain thermodynamic conditions. Continous demixing transitions occur along the so-called λ-line, where critical opalescence, long-ranged correlations, and scaling behaviour are observed. Confinement of the mixture to a slit pore leads to surface enrichment of one component with corresponding adsorption profiles exhibiting critical scaling. Diverging length and time scales challenge the simulation of these phenomena and require substantial computational resources. For a family of binary Lennard-Jones liquids, the partial structure factors, mutual or inter-diffusion constants and the shear viscosity were obtained in molecular dynamics simulations.

S. Roy and F. Höfling, Critical surface adsorption of confined binary liquids with locally conserved mass and composition, Mol. Phys. 122, e2391998 (2024).

S. Roy, S. Dietrich, and F. Höfling, Structure and dynamics of binary liquid mixtures near their continuous demixing transitions, J. Chem. Phys. 145, 134505 (2016).

_images/roy_symmetric_mixture_adsorption.jpg _images/roy_symmetric_mixture_lambdaline.jpg

Left: adsorption of a near-critical binary liquid to a slit pore. Right: λ-line of demixing transitions of a symmetric binary liquid (courtesy of S. Roy)

Cavitation in glass-like, amorphous solids

Continous expansion of a dense, amorphous solid leads to the formation of cavities and, eventually, failure. The picture depicts long-lived bubbles, which exist near the thermodynamic coexistence of gas phase (yellow) and glassy state (green). The study is based on extensive molecular dynamics simulations for system sizes of up to one million particles over long time spans.

P. Chaudhuri and J. Horbach, Structural inhomogeneities in glasses via cavitation, Phys. Rev. B 94, 094203 (2016).

P. Chaudhuri and J. Horbach, Phase separation in dense glassy liquids: effect of quenching protocols, J. Stat. Mech. 8, 084005 (2016).

_images/chaudhuri_cavitation_2016_JStatPhys-Fig6a.png

Cavitation bubbles in the expansion of an amorphous solid (courtesy of P. Chaudhuri)

Adsorption kinetics of methane in metal-organic frameworks

The high porosity and large surface area of metal-organic frameworks (MOFs) makes them interesting for technical applications. In contact with gaseous methane (CH₄), one observes that the methane condenses in and around the MOF already for unusually low gas pressure. Molecular dynamics simulations give insight into the kinetics of the adsorption process into a single grain of IRMOF-1.

N. Höft, Computer simulations of phase behavior and adsorption kinetics in metal-organic frameworks (MOFs), PhD thesis, Universität Düsseldorf (2016), supervised by J. Horbach.

For the phase diagram of CH₄ condensation, obtained via grand canonical Monte Carlo simulations, see N. Höft and J. Horbach, Condensation of methane in the metal–organic framework IRMOF-1: evidence for two critical points, J. Am. Chem. Soc. 137, 10199 (2015).

_images/hoeft_thesis_CH4_IRMOF1.jpg

Adsorption of an IRMOF-1 grain supsended in a CH₄ droplet (courtesy of N. Höft)

Mesoscopic structure of liquid–vapour interfaces

At the molecular scale, liquid–vapour interfaces are broadened and roughened by thermally excited capillary waves. These fluctuations give rise to a divergence of the interfacial structure factor at small wave-numbers; the latter being accessible to grazing-incidence small-angle X-ray scattering (GISAXS) experiments. The paper discusses deviations from the classical theory and relies on extensive simulations of planar interfaces using up to 445,000 Lennard-Jones particles. GISAXS intensities are computed on the fly of the simulations.

F. Höfling and S. Dietrich, Structure of liquid–vapor interfaces: perspectives from liquid state theory, large-scale simulations, and potential grazing-incidence X-ray diffraction, J. Chem. Phys. 160, 104107 (2024).

F. Höfling and S. Dietrich, Enhanced wavelength-dependent surface tension of liquid-vapour interfaces, EPL (Europhys. Lett.) 109, 46002 (2015).

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Snapshot of a planar liquid–vapour interface (courtesy of F. Höfling)

Non-equilibrium fluids

J. Bartnick, A. Kaiser, H. Löwen, and A. V. Ivlev, Emerging activity in bilayered dispersions with wake-mediated interactions, J. Chem. Phys. 144, 224901 (2016).

J. Bartnick, M. Heinen, A. V. Ivlev, and H. Löwen, Structural correlations in diffusiophoretic colloidal mixtures with nonreciprocal interactions, J. Phys.: Condens. Matter 28, 025102 (2016).