Benchmark problems for physics-informed neural networks: The Allen–Cahn equation by Hyun Geun Lee, Youngjin Hwang, Yunjae Nam, Sangkwon Kim, Junseok Kim

Subjects: Get full text

Multifractal Detrended Fluctuation Analysis Combined with Allen–Cahn Equation for Image Segmentation by Minzhen Wang, Yanshan Wang, Renkang Xu, Runqiao Peng, Jian Wang, Junseok Kim

Subjects: Get full text

Modified Wave-Front Propagation and Dynamics Coming from Higher-Order Double-Well Potentials in the Allen–Cahn Equations by Junseok Kim

Subjects: Get full text

Performance of a new stabilized structure-preserving finite element method for the Allen–Cahn equation by Panason Manorot, Ben Wongsaijai, Kanyuta Poochinapan

Subjects: Get full text

Analytical insights and physical behavior of solitons in the fractional stochastic Allen-Cahn equations using a novel method by A. Nazari-Golshan

Subjects: “…Fractional stochastic Allen-Cahn equation…”
Get full text

Towards Numerical Method-Informed Neural Networks for PDE Learning by Pasquale De Luca, Livia Marcellino

Subjects: Get full text