Computational pipeline for estimation of small-molecule T1 relaxation times.

•Hyperpolarized magnetic resonance spectroscopy allows real-time study of in vivo metabolism.•Many molecules are poor candidates due to short T1 relaxation times.•Simulations represent a cost-effective alternative to empiric T1 measurements.•The described pipeline allows T1 prediction to enable rapid screening of probes.