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Francesco Martinuzzi
Francesco Martinuzzi
PhD student, ScaDS.AI/Leipzig University
Verified email at informatik.uni-leipzig.de - Homepage
Title
Cited by
Cited by
Year
A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
D Montero, C Aybar, MD Mahecha, F Martinuzzi, M Söchting, S Wieneke
Scientific Data 10 (1), 1-20, 2023
252023
Composing modeling and simulation with machine learning in Julia
C Rackauckas, M Gwozdz, A Jain, Y Ma, F Martinuzzi, U Rajput, E Saba, ...
2022 Annual Modeling and Simulation Conference (ANNSIM), 1-17, 2022
202022
ReservoirComputing. jl: An efficient and modular library for reservoir computing models
F Martinuzzi, C Rackauckas, A Abdelrehim, MD Mahecha, K Mora
Journal of Machine Learning Research 23 (288), 1-8, 2022
9*2022
Composable and reusable neural surrogates to predict system response of causal model components
R Anantharaman, A Abdelrehim, F Martinuzzi, S Yalburgi, E Saba, ...
AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), 2021
52021
Data cubes for earth system research: Challenges ahead
DM Loaiza, G Kraemer, A Anghelea, CLA Camacho, G Brandt, ...
EarthArXiv, 2023
22023
Recurrent Neural Networks for Modelling Gross Primary Production
D Montero, MD Mahecha, F Martinuzzi, C Aybar, A Klosterhalfen, A Knohl, ...
arXiv preprint arXiv:2404.12745, 2024
2024
Estimating Gross Primary Production via Recurrent Neural Networks: A comparative analysis
D Montero, MD Mahecha, F Martinuzzi, C Aybar, A Klosterhalfen, A Knohl, ...
EGU24, 2024
2024
Evaluating Forest Resilience in Europe with Deep Learning Persistence Analysis
T Williams, F Martinuzzi, G Camps-Valls, MD Mahecha
EGU24, 2024
2024
Impact Predictability: Exploring Extremes in Biosphere Dynamics with Recurrent Neural Networks
F Martinuzzi, MD Mahecha, G Camps-Valls, D Montero, T Williams, ...
EGU24, 2024
2024
DeepFeatures: Remote sensing beyond spectral indices
M Reinhardt, K Mora, G Brandt, TM Harish, D Montero, C Ji, T Kattenborn, ...
EGU24, 2024
2024
Learning Extreme Vegetation Response to Climate Forcing: A Comparison of Recurrent Neural Network Architectures
F Martinuzzi, MD Mahecha, G Camps-Valls, D Montero, T Williams, ...
EGUsphere 2023, 1-32, 2023
2023
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