Mariana C. A. Clare

According to our database, Mariana C. A. Clare authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning.

William Yik, Maike Sonnewald, Mariana C. A. Clare, Redouane Lguensat

CoRR, 2023

Accelerated wind farm yaw and layout optimisation with multi-fidelity deep transfer learning wake models.

Sokratis Anagnostopoulos, Jens Bauer, Mariana C. A. Clare, Matthew D. Piggott

CoRR, 2023

An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns.

Mariana C. A. Clare, Simon C. Warder, Robert Neal, B. Bhaskaran, Matthew D. Piggott

CoRR, 2023

2022

Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods.

Mariana C. A. Clare, Stephan C. Kramer, Colin J. Cotter, Matthew D. Piggott

Comput. Geosci., 2022

Bayesian neural networks for the probabilistic forecasting of wind direction and speed using ocean data.

Mariana C. A. Clare, Matthew D. Piggott

CoRR, 2022

Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics.

Mariana C. A. Clare, Maike Sonnewald, Redouane Lguensat, Julie Deshayes, Venkatramani Balaji

CoRR, 2022

2021

Hydro-morphodynamics 2D modelling using a discontinuous Galerkin discretisation.

Mariana C. A. Clare, James R. Percival, Athanasios Angeloudis, Colin J. Cotter, Matthew D. Piggott

Comput. Geosci., 2021