Rossella Arcucci

Deep Data Assimilation: Integrating Deep Learning with Data Assimilation

Rossella Arcucci, Jiangcheng Zhu, Shuang Hu et al. · Applied Sciences · 2021 · 146 citations · Full text

Data Augmentation, Engineering, Machine Learning +9

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

Data-driven reduced order model with temporal convolutional neural network

Pin Wu, Junwu Sun, Xuting Chang et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 129 citations

Order Model, Engineering, Machine Learning +5

Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Sibo Cheng, I. Colin Prentice, Yuhan Huang et al. · Journal of Computational Physics · 2022 · 101 citations · Full text

Latent Data Assimilation, Forecasting Methodology, Numerical Weather Prediction +8

A time-series clustering methodology for knowledge extraction in energy consumption data

L. G. B. Ruiz, M.C. Pegalajar, Rossella Arcucci et al. · Expert Systems with Applications · 2020 · 77 citations

Energy Consumption, Engineering, Knowledge Extraction +12