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Théo Archambault

Downscaling of ocean fields by fusion of heterogeneous observations using Deep Learning algorithms
2023 · Sylvie Thiria, Charles Sorror, et al. · Ocean Modelling · 48
Learning Sea Surface Height Interpolation From Multi‐Variate Simulated Satellite Observations
2024 · Théo Archambault, Arthur Filoche, et al. · Journal of Advances in Modeling Earth Systems · 20
Sea surface height super-resolution using high-resolution sea surface temperature with a subpixel convolutional residual network
2022 · Théo Archambault, Anastase Charantonis, et al. · Environmental Data Science · 12
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Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps
2023 · Théo Archambault, Arthur Filoche, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 11
ORCAst: Operational High-Resolution Current Forecasts
2025 · Pierre Garcia, Inès Larroche, et al. · Artificial Intelligence for the Earth Systems · 5
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Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting
2024 · Théo Archambault, Arthur Filoche, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 3
Statistics-free interpolation of ocean observations with deep spatio-temporal prior
2022 · Filoche, Arthur, Archambault, Théo, et al. · HAL · 3
Global High-Resolution Ocean Current Forecasts
2025 · Inès Larroche, Amélie Pesnec, et al. · 1
Deep learning for sea surface height reconstruction from multi-variate satellite observations
2024 · Théo Archambault · theses.fr (ABES) · 1
Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations
2023 · Archambault, Theo, Filoche, Arthur, et al. · arXiv (Cornell University) · 1
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Predicting Drift in the North Pacific Garbage Patch: A Benchmark of Data-Driven and Physics-Based Models
2026 · Romero, Mattia, O'Herlihy, Daniel, et al. · HAL
Drift Field Net: Learning Ocean Lagrangian advection fields from in-situ and satellite observations
2026 · Archambault, Théo, Garcia, Pierre, et al. · arXiv (Cornell University)
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GloFM: A GLORYS Flow-Matching Emulator for Spatio-Temporal Ocean Data Assimilation
2026 · Pierre Garcia, Théo Archambault, et al. · International Conference on Computer Vision Theory and Applications
Transfer-learning and data fusion for forecasting ocean surface currents
2024 · Garcia, Pierre, Archambault, Théo, et al. · HAL
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Deep Sea Surface Height Multivariate Interpolation
2024 · Théo Archambault, Pierre Garcia, et al. · EGU General Assembly Conference Abstracts
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations
2023 · Théo Archambault, Arthur Filoche, et al.
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite
2023 · Théo Archambault, Arthur Filoche, et al.
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite
2023 · Théo Archambault, Arthur Filoche, et al.
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SSH Super-Resolution using high resolution SST with a Subpixel Convolutional Residual Network
2022 · Archambault, Théo, Charantonis, Anastase Alexandre, et al. · HAL
Unsupervised Downscaling of sea surface height with Deep Image Prior
2022 · Archambault, Théo, Filoche, Arthur, et al. · HAL
Unlearned Downscaling of sea surface height with Deep Image Prior
2022 · Archambault, Théo, Filoche, Arthur, et al. · HAL
Works count: 21
Citation count: 105
H-index: 5
I10-index: 4
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