Emiliano Díaz

Discovering causal relations and equations from data

Gustau Camps‐Valls, Andreas Gerhardus, Urmi Ninad et al. · Physics Reports · 2023 · 108 citations · Full text

Computing, Computer Science, Physics +16

Inferring causal relations from observational long-term carbon and water fluxes records

Emiliano Díaz, José E. Adsuara, Álvaro Moreno‐Martínez et al. · Scientific Reports · 2022 · 31 citations · Full text

Natural Sciences, Earth Sciences, Atmospheric Science +16

Interpretability of Recurrent Neural Networks in Remote Sensing

Adrián Pérez-Suay, José E. Adsuara, María Piles et al. · 2020 · 15 citations

Agriculture, Crop Sciences, Soil Sciences +17

Large language models for causal hypothesis generation in science

Kai-Hendrik Cohrs, Emiliano Díaz, Vasileios Sitokonstantinou et al. · Machine Learning Science and Technology · 2024 · 14 citations · Full text

Computing, Computer Science, Data Science +14

Physics-aware nonparametric regression models for Earth data analysis

Jordi Cortés-Andrés, Gustau Camps‐Valls, Sebastian Sippel et al. · Environmental Research Letters · 2022 · 13 citations · Full text

Natural Sciences, Earth Sciences, Physics +13