Modelling peptide adsorption energies on gold surfaces with an effective implicit solvent and surface model

•An implicit solvent/implicit surface model parameterization for gold surface.•Adsorption free energy calculation for amino acids using molecular dynamics (MD).•In silico evaluation of free energy of adsorption for the set of peptides and gold.•Comparison and discussion of results obtained with experimental data.