Original ResearchPublished 9 October 2026Feature-engineered physics-conditioned DNN with validation-selected ridge residual correction for pore water pressure prediction in claysChunyan Shang · Peng Cui · Liangjun Xu · Junbin Guan · Kun TanFrontiers in Earth Sciencedoi 10.3389/feart.2026.1909598