Reposted by Juan Felipe Carrasquilla Alvarez
xLSTM for PINNs that learn PDEs: arxiv.org/abs/2511.12512
“Across four PDEs under matched size and budget, xLSTM-PINN consistently reduces MSE, RMSE, MAE, and MaxAE with markedly narrower error bands.”
“cleaner boundary transitions with attenuated high-frequency ripples”
