Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State
Fuente:
arXiv
Saved in:
| Main Authors: | Souza, Andre N., Silvestri, Simone, Deck, Katherine, Bischoff, Tobias, Ferrari, Raffaele, Flierl, Glenn R. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks
by: Lima, Mauricio, et al.
Published: (2024)
by: Lima, Mauricio, et al.
Published: (2024)
Predictor-Driven Diffusion for Spatiotemporal Generation
by: Yasuda, Yuki, et al.
Published: (2026)
by: Yasuda, Yuki, et al.
Published: (2026)
Differentiating Eulerian and Lagrangian Tendencies in the Ocean Interior via a Dynamical Overturning Decomposition
by: Han, Lei
Published: (2026)
by: Han, Lei
Published: (2026)
A Novel Soil Profile Standardization Technique with XGBoost Framework for Accurate Surface Wave Inversion
by: Mandal, Kousik, et al.
Published: (2025)
by: Mandal, Kousik, et al.
Published: (2025)
U-SWIFT: A Unified Surface Wave Inversion Framework with Transformer via Normalization of Dispersion Curves
by: Cheng, Tianjian, et al.
Published: (2025)
by: Cheng, Tianjian, et al.
Published: (2025)
Decoding planetary surfaces by counting cracks
by: Silver, S., et al.
Published: (2024)
by: Silver, S., et al.
Published: (2024)
Response Theory via Generative Score Modeling
by: Giorgini, Ludovico Theo, et al.
Published: (2024)
by: Giorgini, Ludovico Theo, et al.
Published: (2024)
Predominant-Mode Inversion of Surface Waves: Inherently Addressing Inconspicuous Low Frequency Mode Jumps
by: Bhaumik, Mrinal, et al.
Published: (2025)
by: Bhaumik, Mrinal, et al.
Published: (2025)
Turbulence in the Geomagnetic Field at Earth Surface
by: Zhao, Mingshu, et al.
Published: (2025)
by: Zhao, Mingshu, et al.
Published: (2025)
Adaptive Self-Supervised Surface-Related Multiple Suppression
by: Song, Huan, et al.
Published: (2026)
by: Song, Huan, et al.
Published: (2026)
OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
Recursive Interferometric Surface-wave Suppression For Improved Reflection Imaging
by: Shirmohammadi, Faezeh, et al.
Published: (2024)
by: Shirmohammadi, Faezeh, et al.
Published: (2024)
pDSurfTomo: A High-Performance Parallel Computing Package for Direct Surface Wave Tomography
by: Zhu, Shaohang, et al.
Published: (2026)
by: Zhu, Shaohang, et al.
Published: (2026)
Exploiting Free-Surface Ghosts as Mirror Observations in Marine Seismic Data
by: Mikada, Hitoshi
Published: (2026)
by: Mikada, Hitoshi
Published: (2026)
High-pressure Phase Transition of Olivine-type Mg$_2$GeO$_4$ to a Metastable Forsterite-III type Structure and their Equation of States
by: Divya, R. V., et al.
Published: (2023)
by: Divya, R. V., et al.
Published: (2023)
3D Bayesian Variational Surface Wave Tomography and Application to the Southwest China
by: Yang, Wenda, et al.
Published: (2025)
by: Yang, Wenda, et al.
Published: (2025)
Relationships of Earthquake Moment Magnitude with Body and Surface Waves Using MCMC Approach
by: Firoozeh, Zahra, et al.
Published: (2024)
by: Firoozeh, Zahra, et al.
Published: (2024)
Modeling Global Surface Dust Deposition Using Physics-Informed Neural Networks
by: Catricheo, Constanza A. Molina, et al.
Published: (2024)
by: Catricheo, Constanza A. Molina, et al.
Published: (2024)
Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data
by: Riley, David Michael, et al.
Published: (2025)
by: Riley, David Michael, et al.
Published: (2025)
A New Method for Time Domain Displacement Response due to Concentrated Vertical Force on Free Surface of Elastic Half-space
by: Lin, Tian, et al.
Published: (2024)
by: Lin, Tian, et al.
Published: (2024)
FMSIM: A Multimodal Flow Matching Framework for Conditional Geomodeling
by: Huang, Jiayuan, et al.
Published: (2026)
by: Huang, Jiayuan, et al.
Published: (2026)
Characterizing Vehicle-Induced Distributed Acoustic Sensing Signals for Accurate Urban Near-Surface Imaging
by: Liu, Jingxiao, et al.
Published: (2024)
by: Liu, Jingxiao, et al.
Published: (2024)
Development of an Uncertainty Workflow to Support Landsat TIRS Split Window-Derived Surface Temperature Products
by: Hassanzadeh, Amirhossein, et al.
Published: (2025)
by: Hassanzadeh, Amirhossein, et al.
Published: (2025)
Exploring Enceladus's Interior Structure Using Electromagnetic Induction
by: Grayver, Alexander, et al.
Published: (2026)
by: Grayver, Alexander, et al.
Published: (2026)
Consistent Intradecadal/Interdecadal Oscillations in the Surface Geomagnetic Observations and in the $Δ$LOD: New Findings and Unresolved Problems
by: Ding, Hao
Published: (2023)
by: Ding, Hao
Published: (2023)
A Unified Blister and Subglacial Hydrology Framework for Supraglacial Lake Drainage Events
by: Zhang, Hanwen, et al.
Published: (2025)
by: Zhang, Hanwen, et al.
Published: (2025)
A multidimensional AI-trained correction to the 1D approximate model for Airborne TDEM sensing
by: Deleersnyder, Wouter, et al.
Published: (2023)
by: Deleersnyder, Wouter, et al.
Published: (2023)
SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior
by: Erdinc, Huseyin Tuna, et al.
Published: (2026)
by: Erdinc, Huseyin Tuna, et al.
Published: (2026)
Enhancing Crustal Velocity Structure in Sedimentary Basin by joint inversion of Teleseismic P-Wave Reverberations and Surface Wave Dispersion
by: Wang, Longlong
Published: (2024)
by: Wang, Longlong
Published: (2024)
High-resolution eikonal imaging and uncertainty quantification of the Kilauea caldera
by: Gao, Angela F., et al.
Published: (2025)
by: Gao, Angela F., et al.
Published: (2025)
A Targeted Quadrature Framework for Simulating Large-Scale 3D Anisotropic Electromagnetic Measurements
by: Zimmerling, Jörn, et al.
Published: (2025)
by: Zimmerling, Jörn, et al.
Published: (2025)
Revisiting Seismicity Criticality: A New Framework for Bias Correction of Statistical Seismology Model Calibrations
by: Li, Jiawei, et al.
Published: (2024)
by: Li, Jiawei, et al.
Published: (2024)
Turbulence in Earth's core generates large topographic torques on the mantle
by: Oliver, Tobias G., et al.
Published: (2024)
by: Oliver, Tobias G., et al.
Published: (2024)
Mapping Supraglacial Water as a Window into Surge Hydrology: Linking Surface Water, Drainage Efficiency, and Surge Dynamics on Negribreen, Svalbard
by: Middleton, Rachel, et al.
Published: (2025)
by: Middleton, Rachel, et al.
Published: (2025)
Direct-3D Variational Bayesian Surface Wave Inversion and Its Application to Ambient Noise Tomography beneath Great Britain
by: Zhao, Xuebin, et al.
Published: (2025)
by: Zhao, Xuebin, et al.
Published: (2025)
Toward Trustworthy Earthquake Catalogs in the Era of Automated Detection: A Probabilistic Framework for Robust Earthquake Location
by: Yu, Ziye, et al.
Published: (2025)
by: Yu, Ziye, et al.
Published: (2025)
SeisDiff-deno: A Diffusion-Based Denoising Framework for Tube Wave Attenuation in VSP Data
by: Zhu, Donglin, et al.
Published: (2025)
by: Zhu, Donglin, et al.
Published: (2025)
Generalised Time-Series Analysis of Fault Mechanics Using Explainable AI
by: King, Thomas, et al.
Published: (2025)
by: King, Thomas, et al.
Published: (2025)
A Deep-Learning-Based Framework for Focal Mechanism Determination and Its Application to the 2022 Luding Earthquake Sequence
by: Yu, Ziye, et al.
Published: (2025)
by: Yu, Ziye, et al.
Published: (2025)
A Mutil-conditional Diffusion Transformer for Versatile Seismic Wave Generation
by: Duan, Longfei, et al.
Published: (2025)
by: Duan, Longfei, et al.
Published: (2025)
Similar Items
-
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks
by: Lima, Mauricio, et al.
Published: (2024) -
Predictor-Driven Diffusion for Spatiotemporal Generation
by: Yasuda, Yuki, et al.
Published: (2026) -
Differentiating Eulerian and Lagrangian Tendencies in the Ocean Interior via a Dynamical Overturning Decomposition
by: Han, Lei
Published: (2026) -
A Novel Soil Profile Standardization Technique with XGBoost Framework for Accurate Surface Wave Inversion
by: Mandal, Kousik, et al.
Published: (2025) -
U-SWIFT: A Unified Surface Wave Inversion Framework with Transformer via Normalization of Dispersion Curves
by: Cheng, Tianjian, et al.
Published: (2025)