This script offers an implementation-oriented introduction to deep learning methods for solving and estimating high-dimensional dynamic stochastic models in economics and finance. Its starting point i...
We study the mixing times of stochastic spin systems corresponding to nearest-neighbour Glauber dynamics on dynamical percolation, defined on $d$-dimensional torus of side-length $N$. In this model, t...
Polymetallic sulfide deposits produced at hydrothermal vent fields are targets for mining exploitation along the Mid-Atlantic Ridge, threatening the functioning and resilience of vent ecosystems that ...
Malaria remains a major public health concern in many urban regions of India, where timely prediction of malaria incidence is essential for effective surveillance and resource allocation. This study e...
Coral reef ecosystems in the South China Sea (SCS) represent globally significant biodiversity hotspots but are increasingly threatened by environmental change and anthropogenic pressures. In this stu...
Marine pollution in the Mediterranean has far-reaching consequences for the marine environment, wildlife and human health. Emerging contaminants (ECs) and their metabolites are increasingly recognized...
Seamount ecosystems are increasingly exposed to rapid oceanographic change, including warming waters, declining oxygen concentrations, and the upward migration of carbonate saturation horizons. Togeth...
The complex ocean disturbances in ocean engineering have long constrained the precise autonomous navigation of intelligent marine vehicles, such as surface vessels and underwater vehicles. Nevertheles...
Understanding the current and future trajectories of critical habitats is essential for biodiversity conservation and ecosystem management, especially in semi-enclosed environments such as the Mediter...
Marine microorganisms are vital to biogeochemical cycles and food web dynamics, with their community structure shaped by environmental factors such as temperature, light, and salinity. While microbial...
The use of shotcrete is a critical support technique in ocean engineering structures. However, it often exhibits low chloride and salt erosion resistance under ocean environmental conditions and poor ...
Reports of cryptic species have increased in recent decades, driven by advances in molecular studies and accessibility of DNA sequencing, resulting in integrative taxonomy as the standard for species ...
Mercury (Hg) is a toxic metal that biomagnifies through food webs, posing ecological and human health risks. The anchovy (Engraulis ringens), a key forage fish in the Humboldt Current System, sustains...
Microplastics (MPs) contaminate marine environments from surface waters to deep sediments. Approximately half of global plastic production consists of low-density polymers that should float in seawate...
Antimicrobial resistance studies have focused on clinical bacteria, neglecting the role of resistant isolates in natural environments. However, oceans are daily contaminated with high loads of antimic...
Incidental capture of sharks by fisheries is common, making it critical to assess species' physiological and behavioural stress responses and post-release survival. Previous studies have examined bloo...
The thousands of oil and gas (OG) platforms placed at sea for fossil fuel extraction have introduced new hard substrate to the marine environment. Over time, these structures can become colonized by a...
There is growing concern about the environmental impact of microplastics, especially on the transport of organic compounds and pollutants in aquatic systems. To further understand the effect of microp...
Degradation of marine coatings over time is a continuous source of ocean pollution, resulting in the release of paint particles that can leach biocides and other chemical additives into the marine env...
Sponges are important members of shallow-water, benthic ecosystems, where they often rely on their microbial symbionts to acquire organic or inorganic carbon. Sponges are also found in the deep sea, h...
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