Joint Gaussian processes for inverse modeling. - Daniel Heestermans Svendsen; Luca Martino; Manuel Campos-Taberner; Gustau Camps-Valls (IGARSS, 2017)

Physics-Aware Gaussian Processes for Earth Observation. - Gustau Camps-Valls; Daniel H. Svendsen; Luca Martino; Jordi Muñoz-Marí; Valero Laparra; Manuel Campos-Taberner; David Luengo (SCIA (2), 2017)

Deep Gaussian Processes for Geophysical Parameter Retrieval. - Daniel Heestermans Svendsen; Pablo Morales-Alvarez; Rafael Molina 001; Gustau Camps-Valls (IGARSS, 2018)

Multioutput Automatic Emulator for Radiative Transfer Models. - Daniel Heestermans Svendsen; Luca Martino; Jorge Vicent 001; Gustau Camps-Valls (IGARSS, 2018)

Physics-aware Gaussian processes in remote sensing. - Gustau Camps-Valls; Luca Martino; Daniel H. Svendsen; Manuel Campos-Taberner; Jordi Muñoz-Marí; Valero Laparra; David Luengo; Francisco Javier García-Haro (Appl. Soft Comput., 2018)

Joint Gaussian Processes for Biophysical Parameter Retrieval. - Daniel Heestermans Svendsen; Luca Martino; Manuel Campos-Taberner; Francisco Javier García-Haro; Gustau Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2018)

Adaptive Sequential Interpolator Using Active Learning for Efficient Emulation of Complex Systems. - Luca Martino; Daniel Heestermans Svendsen; Jorge Vicent 001; Gustau Camps-Valls (ICASSP, 2020)

Living in the Physics and Machine Learning Interplay for Earth Observation. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (CoRR, 2020)

Active emulation of computer codes with Gaussian processes - Application to remote sensing. - Daniel Heestermans Svendsen; Luca Martino; Gustau Camps-Valls (Pattern Recognit., 2020)

Physics-Aware Machine Learning for Geosciences and Remote Sensing. - Gustau Camps-Valls; Daniel H. Svendsen; Jordi Cortés-Andrés; Álvaro Moreno-Martínez; Adrián Pérez-Suay; José E. Adsuara; Irene Martín; Maria Piles; Jordi Muñoz-Marí; Luca Martino (IGARSS, 2021)

Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion. - Daniel Heestermans Svendsen; Pablo Morales-Alvarez; Ana Belen Ruescas; Rafael Molina 001; Gustau Camps-Valls (CoRR, 2021)

Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions. - Daniel Heestermans Svendsen; Maria Piles; Jordi Muñoz-Marí; David Luengo; Luca Martino; Gustau Camps-Valls (IEEE Trans. Geosci. Remote. Sens., 2022)

Inference over radiative transfer models using variational and expectation maximization methods. - Daniel Heestermans Svendsen; Daniel Hernández-Lobato; Luca Martino; Valero Laparra; Álvaro Moreno-Martínez; Gustau Camps-Valls (Mach. Learn., 2023)