César Quilodrán Casas

Data Learning: Integrating Data Assimilation and Machine Learning

Caterina Buizza, César Quilodrán Casas, Philip Nadler et al. · Journal of Computational Science · 2021 · 138 citations

Engineering, Machine Learning, Data Science +5

A Reduced Order Deep Data Assimilation model

César Quilodrán Casas, Rossella Arcucci, Pin Wu et al. · Physica D Nonlinear Phenomena · 2020 · 69 citations

State Estimation, Engineering, Machine Learning +4

Machine learning and physics-driven modelling and simulation of multiphase systems

Nausheen Basha, Rossella Arcucci, Panagiota Angeli et al. · International Journal of Multiphase Flow · 2024 · 33 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20

Data Assimilation in the Latent Space of a Neural Network

Maddalena Amendola, Rossella Arcucci, Laetitia Mottet et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +18

Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations

César Quilodrán Casas, Rossella Arcucci, Laetitia Mottet et al. · arXiv (Cornell University) · 2021 · 19 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19