| Book | An introduction to functional networks with applications. A neural-based paradigm | 1999 |
| Artículo | Analysis and downscaling multi-model seasonal forecasts in Peru using self-organizing maps | 2005 |
| Artículo | Approach to predictability via anticipated synchronization | 2005 |
| Artículo | Configuration and intercomparison of deep learning neural models for statistical downscaling | 2020 |
| Contribuciones a congresos | Deep Convolutional Networks for Feature Selection in Statistical Downscaling | 2018 |
| Tésis | Evaluación del potencial de las redes neuronales profundas para la predicción de la temperatura superficial del agua del mar | 2019 |
| Artículo | Evolving modular networks with genetic algorithms: Application to nonlinear time series | 2004 |
| Book chapter | Forecasting nonlinear systems with neural networks via anticipated synchronization | 2008 |
| Línea de investigación | Minería de Datos. Redes Bayesianas y Neuronales | |
| Artículo | Nonlinear dynamics extraction for time-delay systems using modular neural networks synchronization and prediction | 2005 |
