Mariana Clare - Concepedia

Author

Mariana Clare

Also Known As

Clare, Mariana, Clare, Mariana C A, Clare, Mariana C. A., Mariana C A Clare, Mariana C. A. Clare, Mariana C.A. Clare, Mariana CA Clare, Mariana Claire, Mariana Clare, Mariana.C.A. Clare

Publications

469

Citations

H-Index

Concepts

All Affiliations

Imperial College London European Centre for Medium-Range Weather Forecasts

About

Mariana Clare is an author at Imperial College London specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	202
2	Management	1	1	45
3	Social Sciences	1	1	56
4	Civil Engineering	1	1	14
5	Computer Engineering	1	1	21

Mariana Clare

Publications

398

Citations

H-Index

Page 1

	Year	Citations
The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context Zied Ben Bouallègue, Mariana Clare, Linus Magnusson, Bulletin of the American Meteorological Society	2024	113
AIFS -- ECMWF's data-driven forecasting system Simon Lang, Mihai Alexe, Matthew Chantry, arXiv (Cornell University)	2024	59
Combining distribution‐based neural networks to predict weather forecast probabilities Mariana Clare, Omar Jamil, Cyril Morcrette Quarterly Journal of the Royal Meteorological Society Forecasting MethodologyEngineeringMachine LearningNeural Networks (Machine Learning)Neural Network	2021	56
Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics Mariana Clare, Maike Sonnewald, Redouane Lguensat, Journal of Advances in Modeling Earth Systems Artificial IntelligenceOcean DynamicsMachine LearningNeural Networks (Machine Learning)Engineering	2022	45
The rise of data-driven weather forecasting Zied Ben-Bouallegue, Mariana Clare, Linus Magnusson, arXiv (Cornell University) ClimatologyMeteorologyGlobal Nwp SystemsProbabilistic ForecastingEngineering	2023	43
Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers Zied Ben Bouallègue, Jonathan A. Weyn, Mariana Clare, Artificial Intelligence for the Earth Systems MeteorologyProbabilistic ForecastingEngineeringMachine LearningData Science	2023	23
Accelerated wind farm yaw and layout optimisation with multi-fidelity deep transfer learning wake models Sokratis Anagnostopoulos, J. A. Bauer, Mariana Clare, Renewable Energy Floating Wind TurbineWind Farm ModellingEngineeringMachine LearningWind Power Generation	2023	21
Assessing erosion and flood risk in the coastal zone through the application of multilevel Monte Carlo methods Mariana Clare, Matthew D. Piggott, Colin J. Cotter Coastal Engineering Urban-coastal InteractionEngineeringMonte Carlo MethodsCoastal ZoneHydrologic Hazard	2022	14
Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods Mariana Clare, Stephan C. Kramer, Colin J. Cotter, Computers & Geosciences	2022	14
Hydro-morphodynamics 2D modelling using a discontinuous Galerkin discretisation Mariana Clare, James Percival, Athanasios Angeloudis, Computers & Geosciences	2020	10

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