Lazaro Alonso
Lazaro Alonso
Max-Planck-Institut für Biogeochemie
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Identifying network structure similarity using spectral graph theory
R Gera, L Alonso, B Crawford, J House, JA Mendez-Bermudez, T Knuth, ...
Applied network science 3, 1-15, 2018
Weighted random-geometric and random-rectangular graphs: Spectral and eigenfunction properties of the adjacency matrix
L Alonso, JA Mendez-Bermudez, A Gonzalez-Melendrez, Y Moreno
Journal of Complex Networks 6 (5), 753-766, 2018
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs
C Robin, C Requena-Mesa, V Benson, L Alonso, J Poehls, N Carvalhais, ...
arXiv preprint arXiv:2210.13648, 2022
Geometrical and spectral study of -skeleton graphs
L Alonso, JA Méndez-Bermúdez, E Estrada
Physical Review E 100 (6), 062309, 2019
Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction
V Benson, C Requena-Mesa, C Robin, L Alonso, J Cortés, Z Gao, ...
arXiv preprint arXiv:2303.16198, 2023
Deep learning for global wildfire forecasting
I Prapas, A Ahuja, S Kondylatos, I Karasante, E Panagiotou, L Alonso, ...
arXiv preprint arXiv:2211.00534, 2022
Joint probability distributions for projection probabilities of random orthonormal states
L Alonso, T Gorin
Journal of Physics A: Mathematical and Theoretical 49 (14), 145004, 2016
Julia Data Science
J Storopoli, R Huijzer, L Alonso
Perspectives for analyzing non-linear photo-ionization spectra with deep neural networks trained with synthetic Hamilton matrices
SK Giri, L Alonso, U Saalmann, JM Rost
Faraday Discussions 228, 502-518, 2021
Scattering approach to fidelity and fidelity recovery
T Gorin, L Alonso, PC López Vázquez
AIP Conference Proceedings 1579 (1), 11-20, 2014
Integration of a Deep‐Learning‐Based Fire Model Into a Global Land Surface Model
R Son, T Stacke, V Gayler, JEMS Nabel, R Schnur, L Alonso, ...
Journal of Advances in Modeling Earth Systems 16 (1), e2023MS003710, 2024
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
I Karasante, L Alonso, I Prapas, A Ahuja, N Carvalhais, I Papoutsis
arXiv preprint arXiv:2312.07199, 2023
Toward Robust Parameterizations in Ecosystem‐Level Photosynthesis Models
S Bao, L Alonso, S Wang, J Gensheimer, R De, N Carvalhais
Journal of Advances in Modeling Earth Systems 15 (8), e2022MS003464, 2023
Eigenvalue determination for mixed quantum states using overlap statistics
L Alonso, D Bermudez, T Gorin
arXiv preprint arXiv:1808.00019, 2018
Downscaling Soil Moisture with Simple Machine Learning Ensembles
J Poehls, L Alonso, S Koirala, N Carvalhais, M Reichstein
EGU24, 2024
Analyzing Spatio-Temporal Machine Learning Models through Input Perturbation
C Robin, V Benson, C Requena-Mesa, L Alonso, J Poehls, M Russwurm, ...
EGU24, 2024
Hybrid Modelling: Bridging Neural Networks and Physics-Based Approaches in Terrestrial Biogeochemical Ecosystems
L Alonso, S Koirala, N Carvalhais, F Gans, B Ahrens, F Cremer, T Wutzler, ...
EGU24, 2024
Downscaling Soil Moisture to Sub-km Resolutions with Simple Machine Learning Ensembles
J Poehls, L Alonso, S Koirala, N Carvalhais, M Reichstein
Available at SSRN 4743411, 2024
Multi-modal Learning for Geospatial Vegetation Forecasting
V Benson, C Robin, C Requena-Mesa, L Alonso, N Carvalhais, J Cortés, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Modeling landscape-scale vegetation response to climate: Synthesis of the EarthNet challenge
V Benson, C Requena-Mesa, C Robin, L Alonso, N Carvalhais, ...
EGU General Assembly Conference Abstracts, EGU-9337, 2023
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