Publications scientifiques

Forecasting intraday power output by a set of PV systems using recurrent neural networks and physical covariates

Auteurs : Bruneau P., Fiorelli D., Braun C., Koster D.

Référence : Neural Computing and Applications, 2024

Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications

Auteurs : Castro O., Bruneau P., Sottet J.S., Torregrossa D.

Référence : ACM Computing Surveys, vol. 56, n° 3, art. no. 65, 2023

Evaluating European ECOSTRESS Hub Evapotranspiration Products Across a Range of Soil-Atmospheric Aridity and Biomes Over Europe

Auteurs : Hu T., Mallick K., Hitzelberger P., Didry Y., Boulet G., Szantoi Z., Koetz B., Alonso I., Pascolini-Campbell M., Halverson G., Cawse-Nicholson K., Hulley G.C., Hook S., Bhattarai N., Olioso A., (...)

Référence : Water Resources Research, vol. 59, n° 8, art. no. e2022WR034132, 2023

Single-Site Forecasts for 130 Photovoltaic Systems at Distribution System Operator Level, Using a Hybrid-Physical Approach, to Improve Grid-Integration and Enable Future Smart-Grid Operation

Auteurs : Koster D., Fiorelli D., Bruneau P., Braun C.

Référence : Solar RRL, vol. 7, n° 8, art. no. 2200652, 2023

Exploratory Analysis of Building Stock: A Case Study for the City of Esch-sur-Alzette (Luxembourg)

Auteurs : Marvuglia A., Laib M.

Référence : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14104 LNCS, pp. 374-391, 2023

A Survey on EMF-Aware Mobile Network Planning

Auteurs : Faye S., Camino R., Rziga G., Sarvari P.A., Al-Naffakh N., Estrada-Jimenez J.C., Pardo E., Khadraoui D.

Référence : IEEE Access, vol. 11, pp. 85927-85950, 2023

European Ecostress Hub Phase 2: Thermal Infrared Remote Sensing Of Terrestrial Ecosystem Processes

Auteurs : Hu T., Mallick K., Hitzelberger P., Didry Y., Szantoi Z., Boulet G., Olioso A., Hulley G.C., Nieto H., Roujean J.L., Gamet P., Pascolini-Campbell M., Cawse-Nicholson K., Hook S.

Référence : International Geoscience and Remote Sensing Symposium (IGARSS), vol. 2023-July, pp. 261-264, 2023

Continental-scale evaluation of three ECOSTRESS land surface temperature products over Europe and Africa: Temperature-based validation and cross-satellite comparison

Auteurs : Hu T., Mallick K., Hulley G.C., Planells L.P., Göttsche F.M., Schlerf M., Hitzelberger P., Didry Y., Szantoi Z., Alonso I., Sobrino J.A., Skoković D., Roujean J.L., Boulet G., Gamet P., Hook S.

Référence : Remote Sensing of Environment, vol. 282, art. no. 113296, 2022

Parallelization of Data Science Tasks, an Experimental Overview

Auteurs : Castro O., Bruneau P., Sottet J.S., Torregrossa D.

Référence : ACM International Conference Proceeding Series, pp. 483-490, 2022

Enhancing septoria leaf blotch forecasts in winter wheat II: model architecture and validation results

Auteurs : Beyer M., Marozsak B., Dam D., Parisot O., Pallez-Barthel M., Hoffmann L.

Référence : Journal of Plant Diseases and Protection, vol. 129, n° 1, pp. 45-51, 2022

Automatic Identification of “Alytes obstetricans” Calls

Auteurs : Didry Y., L’Hoste L., Vray S.

Référence : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13492 LNCS, pp. 278-285, 2022

An efficient 2.5D shadow detection algorithm for urban planning and design using a tensor based approach

Auteurs : Bhattacharya S., Braun C., Leopold U.

Référence : ISPRS International Journal of Geo-Information, vol. 10, n° 9, art. no. 583, 2021

Publications scientifiques

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