Converged reference interaction energies for 100-atom noncovalent complexes: reconciling CCSD(T) and diffusion Monte Carlo
Difficulty 40: partial explanations exist (the perturbative triples), and decisive calculations with higher-order coupled cluster or converged QMC are feasible but costly. Application value 34: it improves reference data for dispersion-bound systems rather than a deployed technology. Leverage 46: the answer decides how much trust a main reference method for large molecules deserves, which affects DFT dispersion fitting and ML datasets.
The problem
Two trusted methods give different answers for how strongly large flat molecules stick together; which is right?
- 1Gold-standard and Monte Carlo disagree
- 2Large flat molecules, up to 8 kcal/mol
- 3Triples? nodes? model?
- 4Need a third, stronger calculation
- 5References for cheaper methods depend on it
The discrepancy. Al-Hamdani et al. (2021) computed interaction energies for supramolecular complexes (coronene dimer, C in a ball-and-socket host, a buckycatcher) with local natural orbital CCSD(T) and with fixed-node diffusion Monte Carlo (DMC). For several complexes the two disagree by up to about 8 kcal/mol, much larger than the claimed uncertainties of either method. Since association constants depend exponentially on energy, the gap amounts to orders of magnitude.
Built from
earlier problems → this oneThe problems this one is built from: progress or tools it needs (builds on), special cases that come first (generalizes), and weaker results on the way (implies). On the right, what builds on it.
- Start with
- Neural-network wavefunctions at chemical accuracy for 100+ electron molecules with transferable, amortised trainingComputational Chemistry · D54
- Step 2
- Converged reference interaction energies for 100-atom noncovalent complexes: reconciling CCSD(T) and diffusion Monte CarloThis problem
- Then
- Crystal structure prediction for flexible organic molecules: complete landscapes with sub-kJ/mol free-energy rankingComputational Chemistry · D56
- A transferable exchange–correlation functional free of delocalization and self-interaction errorComputational Chemistry · D72
Path to understanding
foundations → problemThe research entries this problem rests on, in the order to read them. Each links to its explainer.
- Start with
- Step 2
- Coupled-cluster theory and the CCSD(T) gold standardAlgorithm · host
- Then
- Converged reference interaction energies for 100-atom noncovalent complexes: reconciling CCSD(T) and diffusion Monte CarloThe problem
State of the art
- The discrepancy. Al-Hamdani et al. (Nat. Commun. 2021; arXiv:2009.08927) found that LNO-CCSD(T) and DMC interaction energies for large supramolecular complexes differ by up to about 8 kcal/mol; the coronene dimer is the best-known case. Basis-set incompleteness and local approximations were examined and did not remove it.
- Argument that (T) is at fault. Schäfer, Irmler, Gallo and Grüneis (arXiv:2407.01442, preprint at the time of writing; check for the published version) report that they pinpoint the source of the discrepancy in the perturbative treatment of triples in CCSD(T) for large, highly polarisable systems and propose modified coupled-cluster methods that improve noncovalent interaction energies on the hundred-atom scale. Related earlier work (Masios et al., Phys. Rev. Lett. 131, 186401, 2023) analysed how the (T) correction diverges in the limit of large polarisable systems and proposed a repair.
- Argument that CCSD(T) is adequate. Lambie, Kats, Usyvat and Alavi (arXiv:2411.13986) use a Pariser–Parr–Pople model Hamiltonian with CCSDTQ and CCSDT(Q) benchmarks for stacks up to the dibenzocoronene dimer and find no sign that CCSD(T) overestimates the interaction energy; they therefore place the burden on the DMC side or on other approximations. Model-Hamiltonian conclusions may not transfer to the all-electron case.
- Status. Not settled: as of October 2026 the two readings above coexist in the literature and no all-electron higher-order coupled-cluster or independent QMC benchmark that the community regards as decisive has been established for the largest complexes. Recent crystal-lattice work (Shi et al., arXiv:2603.02180, preprint) uses correlated wavefunction theory with a many-body expansion for molecular crystals and assumes CCSD(T)-type reliability for polarisable organics.
Realistic applications
Reference energies for dispersion-bound systems calibrate DFT dispersion corrections, semi-empirical methods and machine-learned potentials, and decide crystal polymorph rankings, host–guest binding and π-stacking in drug design. A resolved method choice would also tell practitioners when CCSD(T) can be trusted for nanoscale π systems.
What counts as solved
Peer-reviewed benchmark values for at least five complexes of 100 or more atoms with an uncertainty of at most 0.5 kcal/mol, supported by agreement between two independent high-level approaches (for example higher-order coupled cluster with an extrapolated or corrected triples treatment and a converged-nodes QMC or AFQMC calculation), together with an explanation of the sign and size of the earlier disagreement.
How it gets verified
Bound / recordA numeric bound or record checked from a certificate or recomputation.
Quantity: interaction energies of noncovalent complexes of 100 or more atoms with uncertainty of at most 0.5 kcal/mol for at least five complexes. The record is checked by agreement between two independent high-level approaches (higher-order coupled cluster with extrapolated or corrected triples, and a converged-nodes QMC or AFQMC calculation) with the geometries, basis sets and error budgets published.
Claims under verification
+ add a claimNo claimed results on the Verification board for this problem yet.
Where the work is
Mostly large calculations with higher-order coupled cluster and QMC; theory is needed to interpret and correct (T).
Bottlenecks
ranked by votes- #1ComputeHigher-order coupled cluster at 100-atom scale
CCSDT(Q) and CCSDTQ calculations on coronene-dimer-sized systems are beyond current reach without model Hamiltonians or heavy truncation.
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Connected problems
Progress
- Nov 21, 2024Model-Hamiltonian test supports CCSD(T)source
Lambie et al. find no CCSD(T) overbinding in PPP-model stacks up to dibenzocoronene dimers (preprint).
- Jul 1, 2024Triples proposed as the causesource
Schäfer et al. attribute the discrepancy to the (T) treatment and propose modified methods (preprint).
- Nov 3, 2023Infrared catastrophe of (T) analysedsource
Masios et al. analyse the divergence of the perturbative triples term in large polarisable systems (date approximate).
- Sep 18, 2020Discrepancy reportedsource
Al-Hamdani et al. post the CCSD(T) versus DMC disagreement for large complexes (arXiv date; published 2021).