Molecular dynamics (MD) simulation is widely used to complement ensemble-averaged experiments of intrinsically disordered proteins (IDPs). However, MD often suffers from limitations of inaccuracy in the force fields and inadequate sampling. Here, we show that enhancing the sampling using Hamiltonian replica-exchange MD led to unbiased ensembles of unprecedented accuracy, reproducing small-angle scattering and NMR chemical shift experiments, for three IDPs of variable sequence properties using two recently optimized force fields. Surprisingly, we reveal that despite differences in their sequence, the inter-chain statistics of all three IDPs are similar for short contour lengths (< 10 residues). This manuscript has been authored by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US DOE.The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (https://www.energy.gov/downloads/doe-publicaccess-plan).not always consistent with experiment either because of inadequate sampling or shortcomings of the force fields. 2,18,21,23,29,32,33 A common and successful approach to determine an IDP configurational ensemble is to force the MD results to match existing experiments, either by biasing the MD potential, 34,35 or by a posteriori reweighting the ensemble of the MD population. 36,37 One challenge for these methods is degeneracy, i.e. distinct 3D conformations may yield the same observable, which may lead to over-fitting. Bayesian maximum entropy optimization approaches, which aim to perturb the MD ensemble as little as possible, have been employed to avoid over fitting. 34,37,38 However, these approaches always require a prior experimental measurement and do not afford a predictive understanding of IDPs.Recently, by enhancing the configurational sampling of MD simulations using Hamiltonian replica-exchange MD (HREMD) the configurational ensemble of an IDP was generated that is in quantitative agreement to SAXS, SANS and NMR measurements without biasing or reweighting the simulations. 39,40 HREMD improves sampling by scaling the intraprotein and protein-water potentials 16,19 of higher-order replicas, while keeping the potential of the lowest rank replica unscaled 41-44 so as to represent the physically-meaningful interactions of the system. However, two IDPs 39,40 were studied and the general applicability of this approach has not been established.Here, we report that HREMD produces configurational ensembles consistent with SAXS, SANS and NMR experiments for three IDPs with markedly different sequence characteristics:Histatin 5 (24 residues) and Sic 1 (92 residues), both of which have an abundance of positively charged residues, and the N-terminal...