Results 61 to 70 of about 115,694 (298)

Assessing machine-learning-based weather forcing in significant wave height prediction

Geoscience Letters
This study evaluates Pangu-Weather, a machine-learning-based weather prediction (MLWP) model, for its ability to reduce errors in numerical predictions of significant wave height (SWH).
Fuuki Ogawa, Tomoki Shirai, Tatsumi Harada, Masashi Tanaka, Yurie Itagaki, Taro Arikawa, Tomoya Shibayama   +6 more
doaj   +1 more source

Deep Learning for Typhoon Wave Height and Spectra Simulation

Remote Sensing
Typhoon-induced waves significantly threaten marine transportation and safety, often leading to catastrophic marine disasters. Accurate wave simulations are vital for effective disaster prevention.
Chunxiao Wang, Xin Qi, Yijun Tao, Huaming Yu   +3 more
doaj   +1 more source

Prediction of Significant Wave Height in Korea Strait Using Machine Learning

한국해양공학회지, 2021
The prediction of wave conditions is crucial in the field of marine and ocean engineering. Hence, this study aims to predict the significant wave height through machine learning (ML), a soft computing method.
Sung Boo Park, Seong Yun Shin, Kwang Hyo Jung, Byung Gook Lee   +3 more
doaj   +1 more source

Comparison between M5′ model tree and neural networks for prediction of significant wave height in Lake Superior

, 2009
Prediction of wave height is of great importance in marine and coastal engineering. Soft computing tools such as artificial neural networks (ANNs) are recently used for prediction of significant wave height.
Mahjoobi, J, Etemad-Shahidi, A
core   +1 more source

Chiral Phase Change Nanomaterials

Advanced Functional Materials, EarlyView.
This work demonstrates reversible, non‐volatile phase transitions in chiral Ge2${\rm Ge}_2$Sb2${\rm Sb}_2$Te5${\rm Te}_5$ (GST) nanohelices for high‐speed optical modulation of chirality and dynamic control of the state of polarization (SOP). The chiral nanostructures are fabricated using a highly directional, wafer‐scale physical vapor deposition ...
Joshua A. Burrow, Md Shah Alam, Riad Yahiaoui, Evan M. Smith, Ryan Laing, Jules Gardener, Thomas A. Searles, Piyush J. Shah, Shivashankar Vangala, Joshua R. Hendrickson, Andrew M. Sarangan, Imad Agha   +11 more
wiley   +1 more source

Wave height variability and extreme wave height estimation at remote islands of Lakshadweep for planning of infrastructure, Arabian Sea

Frontiers in Marine Science
Lakshadweep islands are coral atolls islands which are characterized by complex wave transformation patterns due to their unique geomorphological features, such as reef flats, lagoons, and steep fore-reef slopes.
Shyamala Varthini Dinakaran, M. V. Ramana Murthy   +1 more
doaj   +1 more source

Solution‐Processed Thin‐Film Transistors With Tunable Temporal Dynamics for Neuromorphic Computing

Advanced Functional Materials, EarlyView.
Solution‐processed CNT and CNT/P3HT ion‐gated transistors exhibit materials‐defined synaptic timescales: fast CNT devices for high‐frequency spiking and slow hybrid devices for temporal integration. Embedding these dynamics into coupled reservoir‐computing and spiking neural network simulations reveals that a Hybrid‐Reservoir / CNT‐SNN architecture ...
Kevin Schnittker, Haoyi Lin, Zahra Bahrami, Strahinja Marinkovic, Sung Hyun Lee, Joseph Andrews   +5 more
wiley   +1 more source

Prediction of significant wave height based on regression trees

, 2008
One of the most important factors in design of coastal and offshore structures is significant wave height. Thus, an accurate prediction of wave height is of great importance.
Mahjoobi, J, Etemad-Shahidi, A
core   +1 more source

Powering Nanocrystal‐Based Heat Engines With Light‐Emitting Metasurfaces That Influence Their Temperature

Advanced Functional Materials, EarlyView.
Metasurfaces and other structured photonic environments can dramatically modify the absorption and/or light emission of semiconductors. However, the consequences of these changes on the temperature of the system are not well understood. The authors address this problem for colloidal nanocrystals and leverage their findings to convert light into ...
Hugo Kowalczyk, Yihao Yuan, Augustin Caillas, Amel Saidoun, Roméo Bonnet, Pascal Filloux, Emmanuel Lhuillier, Aloyse Degiron   +7 more
wiley   +1 more source

Improving significant wave height prediction using Chronos model

Ocean Engineering
arXiv admin note: text overlap with arXiv:2403.07815 by other ...
Yilin Zhai, Hongyuan Shi, Chao Zhan, Qing Wang, Zaijin You, Nan Wang   +5 more
openaire   +2 more sources