Rodrigo Abadía-Heredia - Publications, H-index & Citations

Rodrigo Abadía-Heredia

universidad politécnica de madrid

5H指数

22论文数

129被引数

收录论文 6

发表时间

An adaptive framework for autoregressive forecasting in CFD using hybrid modal decomposition and deep learning 基于混合模态分解和深度学习的CFD自回归预测的自适应框架

Expert Systems with Applications

IF7.5

2026-08-19

PREAI

Rodrigo Abadía-Heredia; Xiangrui Zou; Manuel Lopez-Martin; Soledad Le Clainche

Generalization capabilities and robustness of hybrid models grounded in physics compared to purely deep learning models 基于物理的混合模型与纯深度学习模型在泛化能力和鲁棒性方面的比较

PHYSICS OF FLUIDS

IF4.3

2025-03-11

PREAI

Abadia-Heredia, R.; Corrochano, A.; Lopez-Martin, M.; Le Clainche, S.

ModelFLOWs-app: Data-driven post-processing and reduced order modelling tools Modelflow-app: 数据驱动的后处理和降阶建模工具

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2024-08-01

OAAI

Hetherington, Ashton; Corrochano, Adrian; Abadia-Heredia, Rodrigo; Lazpita, Eneko; Munoz, Eva; Diaz, Paula; Maiora, Egoitz; Lopez-Martin, Manuel; Le Clainche, Soledad

Forecasting through deep learning and modal decomposition in two-phase concentric jets

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-12-01

OAAI

Mata, Leon; Abadia-Heredia, Rodrigo; Lopez-Martin, Manuel; Perez, Jose M.; Le Clainche, Soledad

A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-01-01

OAAI

Abadia-Heredia, R.; Lopez-Martin, M.; Carro, B.; Arribas, J., I; Perez, J. M.; Le Clainche, S.

Tortuosity in tumours: The need of combining multi-phase flows with machine learning tools

RESULTS IN ENGINEERING

IF7.9

2021-09-01

OAAI

Abadia-Heredia, Rodrigo; Pariente, Ana; Perez, Jose M.; Le Clainche, Soledad

研究方向