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Adsorption is a process where molecules, known as the adsorbates, accumulate on a surface, which is referred to as the adsorbent or substrate. Occurring at the solid-gas interface, this phenomenon is crucial in various scientific and industrial contexts. The reverse of adsorption is desorption.Two types of adsorptions exist: physical (physisorption) and chemical (chemisorption). Physisorption involves gas molecules held to the solid's surface by relatively weak intermolecular van der Waals...
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Probing gas adsorption in MOFs using an efficient ab initio widom insertion Monte Carlo method.

Youhan Lee1, Roberta Poloni2, Jihan Kim1

  • 1KAIST, Department of Chemical and Biomolecular Engineering, Daejeon, South Korea.

Journal of Computational Chemistry
|October 9, 2016
PubMed
Summary

A new biased Widom insertion method efficiently calculates gas Henry coefficients in porous materials using DFT. This method requires fewer calculations than traditional approaches for accurate results.

Keywords:
adsorptionbinding sitesdensity functional theorymetal organic frameworkswidom insertion

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Area of Science:

  • Computational Chemistry
  • Materials Science
  • Chemical Engineering

Background:

  • Accurate computation of gas adsorption properties in porous materials is crucial for applications like gas storage and separation.
  • The Henry coefficient (KH) describes gas uptake at low pressures, but its calculation can be computationally intensive.
  • Existing methods often require extensive simulations, limiting their practical application.

Purpose of the Study:

  • To develop a novel, efficient method for calculating the Henry coefficient (KH) of gas molecules in porous materials.
  • To validate the proposed method using Density Functional Theory (DFT) calculations.
  • To assess the reliability of DFT binding energy and heat of adsorption as predictors for Henry regime adsorption.

Main Methods:

  • Implementation of a biased Widom insertion technique by partitioning the simulation volume into strongly and weakly adsorbing regions.
  • Selective biasing of insertion moves into strongly adsorbing regions to enhance computational efficiency.
  • Application of the method to compute Henry coefficients for CO2, N2, CH4, and C2H2 in M-MOF-74 (M = Zn, Mg).

Main Results:

  • The biased Widom insertion method significantly reduces the number of required single-point energy calculations (thousands vs. hundreds of thousands/millions).
  • Accurate Henry coefficients were obtained for tested gases in M-MOF-74, showing good agreement with experimental data.
  • DFT binding energy and heat of adsorption were found to be insufficient for ranking gas adsorption properties in the Henry regime.

Conclusions:

  • The proposed biased Widom insertion method offers a computationally efficient and accurate approach for determining Henry coefficients.
  • This method provides a valuable tool for screening and designing porous materials for gas adsorption applications.
  • Relying solely on DFT binding energy or heat of adsorption is inadequate for predicting Henry regime gas uptake in porous materials.