| Dimensionality Reduction and Network Inference for Climate Data Using δ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature F Falasca, A Bracco, A Nenes, I Fountalis Journal of Advances in Modeling Earth Systems 11 (6), 1479-1515, 2019 | 33 | 2019 |
| Self-absorption in [Cii], 12 CO, and Hi in RCW120 Building up a geometrical and physical model of the region S Kabanovic, N Schneider, V Ossenkopf-Okada, F Falasca, R Güsten, ... Astronomy & Astrophysics 659, 2021 | 32 | 2021 |
| Cumulo: A dataset for learning cloud classes V Zantedeschi, F Falasca, A Douglas, R Strange, MJ Kusner, ... arXiv preprint arXiv:1911.04227, 2019 | 26 | 2019 |
| Mid-Holocene to present-day evolution of the Indian monsoon in transient global simulations J Crétat, P Braconnot, P Terray, O Marti, F Falasca Climate Dynamics 55, 2761-2784, 2020 | 23 | 2020 |
| Advancing climate science with knowledge-discovery through data mining A Bracco, F Falasca, A Nenes, I Fountalis, C Dovrolis npj Climate and Atmospheric Science 1 (1), 20174, 2018 | 23 | 2018 |
| Exploring the tropical Pacific manifold in models and observations F Falasca, A Bracco Physical Review X 12 (2), 021054, 2022 | 21* | 2022 |
| Uncovering marine connectivity through sea surface temperature L Novi, A Bracco, F Falasca Scientific Reports 11 (1), 8839, 2021 | 21 | 2021 |
| Spatiotemporal complexity and time-dependent networks in sea surface temperature from mid-to late Holocene F Falasca, J Crétat, P Braconnot, A Bracco The European Physical Journal Plus 135 (5), 392, 2020 | 16 | 2020 |
| Climate change in the Indo-Pacific basin from mid-to late Holocene F Falasca, J Crétat, A Bracco, P Braconnot, O Marti Climate Dynamics 59 (3), 753-766, 2022 | 10 | 2022 |
| Plume dynamics in rotating Rayleigh–Bénard convection AB Pieri, F Falasca, J von Hardenberg, A Provenzale Physics Letters A 380 (14-15), 1363-1367, 2016 | 10 | 2016 |
| Data-driven dimensionality reduction and causal inference for spatiotemporal climate fields F Falasca, P Perezhogin, L Zanna Physical Review E 109 (4), 042152, 2024 | 8 | 2024 |
| Information entropy as quantifier of potential predictability in the tropical Indo-Pacific basin OJ Ikuyajolu, F Falasca, A Bracco Frontiers in Climate 3, 675840, 2021 | 5 | 2021 |
| Dynamical characterization of the loop current attractor G Liu, F Falasca, A Bracco Geophysical Research Letters 48 (24), e2021GL096731, 2021 | 4 | 2021 |
| Exploring the nonstationarity of coastal sea level probability distributions F Falasca, A Brettin, L Zanna, SM Griffies, J Yin, M Zhao Environmental Data Science 2, e16, 2023 | 2 | 2023 |
| A fluctuation-dissipation theorem perspective on radiative responses to temperature perturbations F Falasca, A Basinski-Ferris, L Zanna, M Zhao arXiv preprint arXiv:2408.12585, 2025 | 1* | 2025 |
| network-based constraint to evaluate climate sensitivity L Ricard, F Falasca, J Runge, A Nenes Nature communications 15 (1), 6942, 2024 | 1* | 2024 |
| Identifying physical structures in our Galaxy with Gaussian Mixture Models: An unsupervised machine learning technique M Tiwari, R Kievit, S Kabanovic, L Bonne, F Falasca, C Guevara, ... The Astrophysical Journal 958 (2), 136, 2023 | 1 | 2023 |
| A data-driven framework for dimensionality reduction and causal inference in climate fields F Falasca, P Perezhogin, L Zanna arXiv preprint arXiv:2306.14433, 2023 | | 2023 |
| Example code and data for" Identifying physical structures in our Galaxy with Gaussian Mixture Models: An unsupervised machine learning technique" M Tiwari, R Kievit, S Kabanovic, L Bonne, F Falasca, C Guevara, ... | | 2023 |
| Complex Network and Dynamical System Approaches to Climate Science F Falasca Georgia Institute of Technology, 2021 | | 2021 |
Annalisa BraccoProfessor, Georgia Institute of TechnologyAdresă de e-mail confirmată pe gatech.edu