Unsupervised Reservoir Computing for Solving Ordinary Differential Equations. - Marios Mattheakis; Hayden Joy; Pavlos Protopapas (CoRR, 2021)

One-Shot Transfer Learning of Physics-Informed Neural Networks. - Shaan Desai; Marios Mattheakis; Hayden Joy; Pavlos Protopapas; Stephen J. Roberts (CoRR, 2021)

RcTorch: a PyTorch Reservoir Computing Package with Automated Hyper-Parameter Optimization. - Hayden Joy; Marios Mattheakis; Pavlos Protopapas (CoRR, 2022)

Reservoir Computing for Solving Ordinary Differential Equations. - Marios Mattheakis; Hayden Joy; Pavlos Protopapas (Int. J. Artif. Intell. Tools, 2023)