Earth and Environmental Science: Recent submissions
Now showing items 11-15 of 251
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Bayesian optimization-based hyper-parameter-tuned neural network regression for smart home energy consumption modelling using weather information
(Springer, 18 December 2024)This paper presents an illustrative study on the predictive analysis of household energy consumption patterns in the context of hybrid energy-powered smart homes having wide variety of appliances. Leveraging the proliferation ... -
Learning and phase tracking by frequency and weight adaptation for coupled networks of Kuramoto oscillators
(Society for Industrial and Applied Mathematics, 6 January 2025)We consider synchronization between a pair of networks of Kuramoto oscillators. One network plays the role of a training network, the other a learning network. Our main result is an adaptive strategy which tunes the ... -
Identification of the Storegga event offshore Shetland
(Elsevier, 17 June 2024)The Shetland Islands (UK) are a seminal location for investigating palaeo-tsunami deposits. Onshore evidence suggests three tsunami have occurred during the Holocene: the Storegga tsunami ca. 8150 cal yr BP, the Garth ... -
Coupling ecological concepts with an ocean-colour model: Parameterisation and forward modelling
(Elsevier, 15 November 2024)Abstract. In the first part of this paper series (Sun et al., 2023), we developed an ecological model that partitions the total chlorophyll-a concentration (Chl-a) into three phytoplankton size classes (PSCs), pico-, ... -
Hybrid predictor-corrector numerical schemes: λ-tracking, sampled-data observers and data assimilation
(Elsevier / International Federation of Automatic Control (IFAC), 30 October 2024)This paper considers hybrid ordinary differential equation (ODE) solvers for process dynamics constructed by combining standard numerical schemes with standard observers. Specifically, we combine the first-order Euler ...