Carleman Linearization for Parabolic PDEs Shows Proven Convergence

New research shows truncated Carleman linearization for parabolic PDEs is well‑posed and convergent, with error split independent of discretization. Published Oct 2025. Read more: getnews.me/carleman-linearization-f... #carleman #parabolicpde

Low-Rank Tensor-Train Finite Difference Method for 3D Parabolic PDEs

Preprint (12 Sep 2025) presents a low‑rank tensor‑train finite‑difference method for 3D parabolic PDEs, cutting memory use by orders of magnitude with Crank‑Nicolson time stepping. getnews.me/low-rank-tensor-train-fi... #tensortrain #parabolicpde