| Book | An introduction to functional networks with applications. A neural-based paradigm | 1999 |
| Book | Redes Neuronales y Probabilísticas en las Ciencias Atmosféricas | 2004 |
| Book chapter | Forecasting nonlinear systems with neural networks via anticipated synchronization | 2008 |
| Conference contribution | Deep Convolutional Networks for Feature Selection in Statistical Downscaling | 2018 |
| Conference contribution | Predicting toxicity from sediment chemistry using artificial neural networks: screening tools for sustainable sediment management | 2008 |
| Paper | Approach to predictability via anticipated synchronization | 2005 |
| Paper | Evolving modular networks with genetic algorithms: Application to nonlinear time series | 2004 |
| Paper | Nonlinear dynamics extraction for time-delay systems using modular neural networks synchronization and prediction | 2005 |
| Paper | Analysis and downscaling multi-model seasonal forecasts in Peru using self-organizing maps | 2005 |
| Paper | Configuration and intercomparison of deep learning neural models for statistical downscaling | 2020 |
