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R

Rossella Arcucci

imperial college london

29H指数
203论文数
2.9K被引数
收录论文 43
发表时间
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Vision-based human sensor networks for wildfires基于视觉的人体传感器网络用于野火监测
errNatural Hazards
IF3.7
err2026-07-07
err0
errOAAI
errJake Lever; Rochelle Schneider; Rossella Arcucci
err分享
err收藏
A probabilistic approach to wildfire spread prediction using a denoising diffusion surrogate model
errGeoscientific Model Development
IF4.9
err2026-01-30
err0
errOAAI
errWenbo Yu; Anirbit Ghosh; Tobias Sebastian Finn; Rossella Arcucci; Marc Bocquet; Sibo Cheng
err分享
err收藏
Latent data assimilation with non-explicit observation operator in hydrology水文领域中的非显式观测算子潜在大数据融合技术
errQuarterly Journal of the Royal Meteorological Society
IF2.9
err2025-08-27
err0
errOAAI
errKun Wang; Sibo Cheng; Matthew D. Piggott; Sarah L. Dance; Yanghua Wang; Rossella Arcucci
err分享
err收藏
A High Resolution Spatially Consistent Global Dataset for CO2 Monitoring用于CO2监测的高分辨率空间一致性全球数据集
errREMOTE SENSING
IF4.1
err2025-05-02
err0
errOAAI
errRakotoharisoa, Andrianirina; Cenci, Simone; Arcucci, Rossella
err分享
err收藏
Optimisation of microfluidic synthesis of silver nanoparticles via data-driven inverse modelling
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2025-04-01
err0
errOAAI
errNathanael, Konstantia; Cheng, Sibo; Kovalchuk, Nina M.; Arcucci, Rossella; Simmons, Mark J. H.
err分享
err收藏
Facing & mitigating common challenges when working with real-world data: The Data Learning Paradigm面对和缓解使用真实数据时的常见挑战: 数据学习范式
errnature computational science
IF3.7
err2025-02-01
err0
errOAAI
errLever, Jake; Cheng, Sibo; Casas, Cesar Quilodran; Liu, Che; Fan, Hongwei; Platt, Robert; Rakotoharisoa, Andrianirina; Johnson, Eleda; Li, Siyi; Shang, Zhendan; Arcucci, Rossella
err分享
err收藏
Deep Learning Surrogate Models of JULES-INFERNO for Wildfire Prediction on a Global Scale
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2025-02-01
err0
errOAAI
errCheng, Sibo; Chassagnon, Hector; Kasoar, Matthew; Guo, Yike; Arcucci, Rossella
err分享
err收藏
Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data使用遥感数据预测野火燃烧面积的Fire-Image-DenseNet (FIDN)
errCOMPUTERS & GEOSCIENCES
IF4.4
err2025-02-01
err0
errOAAI
errPang, Bo; Cheng, Sibo; Huang, Yuhan; Jin, Yufang; Guo, Yike; Prentice, I. Colin; Harrison, Sandy P.; Arcucci, Rossella
err分享
err收藏
Spectral Cross-Domain Neural Network With Soft-Adaptive Threshold Spectral Enhancement
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err1
errOAAI
errLiu, Che; Cheng, Sibo; Ding, Weiping; Arcucci, Rossella
err分享
err收藏
TorchDA: A Python package for performing data assimilation with deep learning forward and transformation functions
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-01-01
err0
errOAAI
errCheng, Sibo; Min, Jinyang; Liu, Che; Arcucci, Rossella
err分享
err收藏
AI-Empowered Latent Four-dimensional Variational Data Assimilation for River Discharge ForecastingAI赋能的潜在四维变分数据同化方法用于河流径流预报
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errKun Wang; Gabriele Bertoli; Sibo Cheng; Kai Schröter; Enrica Caporali; Matthew D. Piggott; Yanghua Wang; Rossella Arcucci
err分享
err收藏
Multi-domain encoder-decoder neural networks for latent data assimilation in dynamical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-10-01
err3
errOAAI
errCheng, Sibo; Zhuang, Yilin; Kahouadji, Lyes; Liu, Che; Chen, Jianhua; Matar, Omar K.; Arcucci, Rossella
err分享
err收藏
Machine learning and physics-driven modelling and simulation of multiphase systems
errINTERNATIONAL JOURNAL OF MULTIPHASE FLOW
IF3.8
err2024-09-01
err3
errOAAI
errBasha, Nausheen; Arcucci, Rossella; Angeli, Panagiota; Anastasiou, Charitos; Abadie, Thomas; Casas, Cesar Quilodran; Chen, Jianhua; Cheng, Sibo; Chagot, Loic; Galvanin, Federico; Heaney, Claire E.; Hossein, Fria; Hu, Jinwei; Kovalchuk, Nina; Kalli, Maria; Kahouadji, Lyes; Kerhouant, Morgan; Lavino, Alessio; Liang, Fuyue; Nathanael, Konstantia; Magri, Luca; Lettieri, Paola; Materazzi, Massimiliano; Erigo, Matteo; Pico, Paula; Pain, Christopher C.; Shams, Mosayeb; Simmons, Mark; Traverso, Tullio; Valdes, Juan Pablo; Wolffs, Zef; Zhu, Kewei; Zhuang, Yilin; Matar, Omar K.
err分享
err收藏
Liquid-Liquid Dispersion Performance Prediction and Uncertainty Quantification Using Recurrent Neural Networks
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-04-22
err5
errOAAI
errLiang, Fuyue; Valdes, Juan P.; Cheng, Sibo; Kahouadji, Lyes; Shin, Seungwon; Chergui, Jalel; Juric, Damir; Arcucci, Rossella; Matar, Omar K.
err分享
err收藏
Explainable AI models for predicting drop coalescence in microfluidics device用于预测微流体设备中液滴聚结的可解释AI模型
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2024-02-01
err9
errOAAI
errHu, Jinwei; Zhu, Kewei; Cheng, Sibo; Kovalchuk, Nina M.; Soulsby, Alfred; Simmons, Mark J. H.; Matar, Omar K.; Arcucci, Rossella
err分享
err收藏
Multi-fidelity physics constrained neural networks for dynamical systems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err5
errOAAI
errZhou, Hao; Cheng, Sibo; Arcucci, Rossella
err分享
err收藏
Efficient deep data assimilation with sparse observations and time-varying sensors
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err13
errOAAI
errCheng, Sibo; Liu, Che; Guo, Yike; Arcucci, Rossella
err分享
err收藏
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2023-10-01
err2
errOAAI
errCheng, Sibo; Guo, Yike; Arcucci, Rossella
err分享
err收藏
2022 ECMWF-ESA workshop report: current status, progress and opportunities in machine learning for Earth System observation and prediction2022 ecmwf-esa研讨会报告: 用于地球系统观测和预测的机器学习的现状、进展和机遇
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2023-07-12
err2
errOAAI
errBonavita, Massimo; Schneider, Rochelle; Arcucci, Rossella; Chantry, Matthew; Chrust, Marcin; Geer, Alan; Le Saux, Bertrand; Vitolo, Claudia
err分享
err收藏
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review具有动态系统数据同化和不确定性量化的机器学习: 综述
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
K
Kian Fan Chung
H 指数: 142 · 论文数: 1.6K
I
Ian M. Adcock
H 指数: 126 · 论文数: 1.2K
I
I. Colin Prentice
H 指数: 114 · 论文数: 656
S
Sandy P. Harrison
H 指数: 114 · 论文数: 725
P
Prashant Kumar
H 指数: 83 · 论文数: 792
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