Bayesian Optimization and Convolutional Neural Networks for Zernike-Based Wavefront Correction in High Harmonic Generation. - Guilherme Grancho D. Fernandes; Duarte Alexandrino; Eduardo Silva; João Matias; Joaquim Pereira (CoRR, 2025)

PTL-PINNs: Perturbation-Guided Transfer Learning with Physics- Informed Neural Networks for Nonlinear Systems. - Duarte Alexandrino; Ben Moseley; Pavlos Protopapas (CoRR, 2026)