César Quilodrán-Casas
Imperial College London
H-index: 11
Europe-United Kingdom
Top articles of César Quilodrán-Casas
Exploring unseen 3D scenarios of physics variables using machine learning-based synthetic data: An application to wave energy converters
Environmental Modelling & Software
2024/5/2
Med-unic: Unifying cross-lingual medical vision-language pre-training by diminishing bias
2023/8/31
Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK
arXiv preprint arXiv:2401.07604
2024/1/15
Enhancing Microdroplet Image Analysis with Deep Learning
Micromachines
2023/10/22
Forecasting tropical cyclones with cascaded diffusion models
arXiv preprint arXiv:2310.01690
2023/10/2
A novel approach for predicting epidemiological forecasting parameters based on real-time signals and Data Assimilation
arXiv preprint arXiv:2307.01157
2023/7/3
César Quilodrán Casas
H-Index: 3
Rossella Arcucci
H-Index: 11
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/5/31
A data-driven adversarial machine learning for 3D surrogates of unstructured computational fluid dynamic simulations
Physica A: Statistical Mechanics and its Applications
2023/4/1
An efficient digital twin based on machine learning SVD autoencoder and generalised latent assimilation for nuclear reactor physics
Annals of nuclear energy
2022/12/15
Parameter flexible wildfire prediction using machine learning techniques: Forward and inverse modelling
Remote Sensing
2022/7/5
Reduced order surrogate modelling and Latent Assimilation for dynamical systems
2022/6/15
Data learning: Integrating data assimilation and machine learning
Journal of Computational Science
2021/12/23
César Quilodrán Casas
H-Index: 3
Philip Nadler
H-Index: 2
Stefano Marrone
H-Index: 8
Evelyn Heylen
H-Index: 6
Claire Heaney
H-Index: 6
Rossella Arcucci
H-Index: 11
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic
Neurocomputing
2022/1/22
Forecasting emissions through Kaya identity using Neural Ordinary Differential Equations
arXiv preprint arXiv:2201.02433
2022/1/7
Surfactant-laden droplet size prediction in a flow-focusing microchannel: a data-driven approach
Lab on a Chip
2022
ENHANCING CFD SIMULATIONS OF COVID-19 DIFFUSION BY COUGHING AND SNEEZING USING DATA ASSIMILATION
High Performance Computing on CRESCO Infrastructure: research activity and results 2020
2021/12
A general purpose workflow for creating and forecasting geophysical model surrogates for data assimilation using adversarial training
AGU Fall Meeting Abstracts
2021/12
Merging Real Images with Physics Simulations via Data Assimilation
2021/8/30
Quantifying the temporal variation of the contribution of fine sediment sources to sediment yields from Chilean forested catchments during harvesting operations
Revista Bosque
2021/7/30
Latent GAN: using a latent space-based GAN for rapid forecasting of CFD models
2021/6/9
César Quilodrán Casas
H-Index: 3
Rossella Arcucci
H-Index: 11
Co-Authors
