https://cognaptus.com/tags/pde/ Recent content in PDE on Cognaptus Hugo -- 0.145.0 en-us Fri, 14 Aug 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-08-14-running-is-not-correct-why-scientific-code-needs-graded-verification/ Fri, 14 Aug 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-08-14-running-is-not-correct-why-scientific-code-needs-graded-verification/ RLVP shows that scientific-code post-training improves when executable programs are graded by numerical and physical accuracy rather than rewarded for validity alone.