Research community previously filed under “Atomic and Molecular Physics, and Optics”

Computational Modeling of Non-Covalent Interactions and Molecular Dynamics

Papers 102,519
Elements 24
Keywords & sectors 27
Leading venue The Journal of Chemical Physics

Computational Modeling of Non-Covalent Interactions and Molecular Dynamics

This community focuses on the theoretical and computational analysis of how molecules interact through weak forces, such as hydrogen and halogen bonds, to understand their structure, stability, and behavior in gas and liquid phases.

The research is dominated by molecular dynamics simulations and quantum chemical calculations, particularly density functional theory and coupled cluster methods. Recurring subjects include the detailed mapping of hydrogen bonding networks in water and ionic liquids, the characterization of halogen and chalcogen bonding in crystal structures, and the study of superfluid helium nanodroplets. The work frequently employs mass spectrometry and rotational spectroscopy to validate computational models of gas-phase clusters and molecular complexes. Recent efforts integrate machine learning and neural network potentials to accelerate these simulations, while also addressing specific applications like the design of functional protein binders and the analysis of interstellar molecules.

The community is most significantly represented in helium research, accounting for 10.5% of all tracked helium studies, and argon research, where it constitutes 8.8% of the total. Hydrogen research also features prominently, with this community representing 3.1% of all hydrogen-related papers.

This body of work comprises 102,519 papers, published primarily in The Journal of Chemical Physics, Journal of Molecular Spectroscopy, and Chemical Physics Letters.

Recent papers continue to focus on refining force fields for biological ions, analyzing halogen bonding in chiral systems, and applying neural network potentials to excited-state simulations and ligand-pocket interactions.

Recurring themes in the literature

Phrases that recur across this community's paper titles -- a quick map of its sub-topics, drawn straight from the titles themselves.

  • molecular dynamics 534
  • density functional 290
  • mass spectrometry 251
  • functional theory 238
  • hydrogen bonding 198
  • gas phase 195
  • hydrogen bond 188
  • halogen bonding 186
  • superfluid helium 179
  • quantum chemical 158
  • hydrogen bonds 154
  • dynamics simulations 142
  • electronic structure 142
  • infrared spectroscopy 135
  • dynamics simulation 129
  • helium nanodroplets 125
  • ionic liquids 121
  • machine learning 117
  • crystal structure 108
  • halogen bond 108
  • quantum chemistry 105
  • noble gas 104
  • rotational spectroscopy 103
  • monte carlo 100

Papers behind this description

Most cited
The Journal of Chemical Physics · 2024 · 531 citations
Physics Reports · 2022 · 1066 citations
Nucleic Acids Research · 2022 · 1045 citations
Angewandte Chemie International Edition · 2025 · 168 citations
Nature Methods · 2021 · 1673 citations
Newest
The Journal of Physical Chemistry B · 2025 · 31 citations
Journal of Saudi Chemical Society · 2026 · 21 citations
Journal of Chemical Theory and Computation · 2025 · 21 citations
Chemical Society Reviews · 2026 · 19 citations
Nature Communications · 2025 · 15 citations

A sample from the 18 papers behind this description. Create a free account to see them all.