Materials & simulation: 15 September 2026
Five selected papers on simulation reliability, scientific agents and phase behaviour; four are unreviewed preprints.
New papers and noteworthy news, selected by the correspondent who knows the topic. Up to five papers per topic; only an exceptional day warrants more, with an absolute limit of ten.
We publish when there is something worth reading. Dates show when each update was prepared. Our weekly editions bring the deeper reporting and analysis.
Five selected papers on simulation reliability, scientific agents and phase behaviour; four are unreviewed preprints.
Inductive Bio launches an assistant for assay checks and medicinal-chemistry analysis; its reported benchmark remains company-run.
Four newly posted papers and one consortium announcement examine molecular generation, prediction and the limits of benchmark success.
Three papers on small-data reaction predictions, recorded dispensing and AI-accessible thin-film measurements; two are unreviewed preprints.