DFT-MD simulations and experimental validation of graphene-CO₂ interaction energies and structural dynamics for enhanced CO₂ adsorption

Graphene-based materials have garnered significant interest for CO₂ capture due to their unique physicochemical properties and tunable surface characteristics. This study combines Density Functional Theory (DFT) and Molecular Dynamics (MD) simulations with experimental validation to investigate the interaction energies and structural dynamics of graphene-CO₂ systems under varying conditions. Simulations assumed complete surface accessibility of graphene for CO₂ binding, while experimental setups revealed an actual surface coverage of approximately 50 %-80 % due to constraints in coating homogeneity. Both DFT and MD simulations revealed an increase in adsorption energy with the application of an electric field, corroborated by experimental data which exhibited enhanced CO₂ uptake under similar conditions. The close agreement between simulation and experimental outcomes under an electric field confirms the accuracy of the adopted model, demonstrating its relevance for optimizing graphene-based CO₂ capture systems. This integrated approach provides deeper insights into the design of efficient graphene-based adsorbents for sustainable carbon capture applications.

Authors

Institutions

Publication Details

Journal
Next Materials
Published
2025-07-01
DOI
https://doi.org/10.1016/j.nxmate.2025.100912
Primary Topic
Carbon Dioxide Capture Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DFT-MD simulations and experimental validation of graphene-CO₂ interaction energies and structural dynamics for enhanced CO₂ adsorption

A. Srinivas, J. Sarat Chandra Babu, Ashutosh Dash
Next Materials
Carbon Dioxide Capture Technologies
article

DFT-MD simulations and experimental validation of graphene-CO₂ interaction energies and structural dynamics for enhanced CO₂ adsorption

A. Srinivas, J. Sarat Chandra Babu, Ashutosh Dash
article en

Abstract

Graphene-based materials have garnered significant interest for CO₂ capture due to their unique physicochemical properties and tunable surface characteristics. This study combines Density Functional Theory (DFT) and Molecular Dynamics (MD) simulations with experimental validation to investigate the interaction energies and structural dynamics of graphene-CO₂ systems under varying conditions. Simulations assumed complete surface accessibility of graphene for CO₂ binding, while experimental setups revealed an actual surface coverage of approximately 50 %-80 % due to constraints in coating homogeneity. Both DFT and MD simulations revealed an increase in adsorption energy with the application of an electric field, corroborated by experimental data which exhibited enhanced CO₂ uptake under similar conditions. The close agreement between simulation and experimental outcomes under an electric field confirms the accuracy of the adopted model, demonstrating its relevance for optimizing graphene-based CO₂ capture systems. This integrated approach provides deeper insights into the design of efficient graphene-based adsorbents for sustainable carbon capture applications.

Next MaterialsVol. 8
National Institute of Technology Tiruchirappalli (IN)
Openalex Percentile: Top 84%
Carbon Dioxide Capture Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.