How to Check the Accuracy of Quantum Calculations ✎ express

Original: "Definitive Assessment of the Accuracy, Variationality, and Convergence of Relativistic Coupled Cluster and Density Matrix Renormalization Group in 100-Orbital Space"
arXiv:2604.02144 · 2026-04-02 · arXiv non-exclusive · independent analysis · 1 min
Chemists have found a way to verify how accurate calculations are for heavy atoms.

When chemists calculate the behavior of molecules on a computer, they use approximate methods because exact calculations are too complex. For light atoms, there are well-established benchmarks, but for heavy atoms, where relativistic effects matter, such benchmarks did not exist. It's like checking a ruler against another ruler rather than against a standard meter.

The new approach uses an expansion that allows solving equations for large systems exactly. With its help, scientists obtained benchmark data for molecules with heavy atoms. Then they compared two popular approximate methods against these data and found out how much they err.

An exact calculation for a molecule with 20 electrons can take years even on a supercomputer, but the new method handles it in days.

Such checks help understand where approximate methods are reliable and where they fail. This is important for developing new materials and drugs, where prediction accuracy is critical.

Relativistic effects are strongest in gold: they are why gold is yellow, not silvery like other metals.

Scientists
Erwin SchrödingerHugh Everett IIIEmmy NoetherDavid DeutschJohn Stewart BellLouis de Broglie
Concepts
cp symmetry group convergence fidelity accuracy large-scale structure benchmark prediction accuracy