海洋学论文

arXiv physics.ao-ph 与海洋学相关最新论文 · 共 10 条 · 更新于 2026-11-08 18:20。订阅 RSS ↗

01

Benchmarking AI Agent Security under Multimodal Social Engineering Attacks

Personal AI agents face social engineering attacks supported by forged multimodal content, but existing evaluations mainly focus on text-based dialogue, leaving their intrinsic sec

arXiv · 2026-11-05
02

Vertical Ocean Velocity from Horizontal Currents: Linear and Depth-Conditional Neural-Network Approaches on a High-Resolution Regional Ocean Model

The vertical component of the ocean velocity, w, is several orders of magnitude smaller than the horizontal components u and v, yet it controls vertical tracer transport, upwelling

arXiv · 2026-11-05
03

in Noise: On Signal Saliency in Self-Supervised Learning for Ocean Acoustics

Self-supervised learning (SSL) for audio typically benefits from larger pre-training corpora, but this relationship assumes that training data carries meaningful learning signal. I

arXiv · 2026-11-04
04

coupled lattice Boltzmann model for pore-scale mushy-layer dynamics with application to sea ice

A pore-scale lattice Boltzmann model is developed for reactive transport in phase-changing porous media, coupling solute transport in the liquid with conjugate heat transfer across

arXiv · 2026-11-04
05

Safety of Marine Surface Vehicles in Restricted Visibility: From Intelligent Vision to Vision-Centered Multi-Sensor Fusion

Marine surface vehicles (MSVs) have attracted considerable attention for their commercial, scientific, and military applications. Owing to their favorable performance-to-cost ratio

arXiv · 2026-11-04
06

Adaptive Sampling on a Generative Ocean Model

Adaptive sampling can substantially improve the value of sparse ocean observations by directing mobile robots toward measurements that are most informative for an evolving environm

arXiv · 2026-11-04
07

Multidimensional Evaluation Framework for Artificial Intelligence-Based Ocean State Forecasts

Artificial intelligence (AI) based ocean state forecasts now approach or surpass those produced by operational ocean forecasting systems as measured by conventional pointwise metri

arXiv · 2026-11-03
08

A Cross-Medium Simulator for Embodied Networking Across Air-Ground-Sea

Embodied intelligent applications have expanded from air and ground into maritime environments, where missions such as coastal reporting require coordination among underwater sensi

arXiv · 2026-11-03
09

Sea Surface Height to Velocity - A Machine Learning Approach

Inferring upper-ocean velocity from altimetric sea surface height (SSH) remains challenging below 50~km, scales now resolved by the Surface Water and Ocean Topography (SWOT) missio

arXiv · 2026-11-03
10

Wine in an Old Bottle -- NeuralPOM: A Hybrid Ocean Forecast Model with Differentiable Dynamics and Staged Learning

Coarse-grid ocean circulation models rely on empirical subgrid parameterizations that struggle to capture mesoscale eddies, whereas purely data-driven neural forecasters accumulate

arXiv · 2026-11-02