Real-time detection of methane concentration based on TDLAS technology and 1D-WACNN DOI
Lingling Kan, Kai Miao,

Hongwei Liang

и другие.

Optoelectronics Letters, Год журнала: 2024, Номер 20(11), С. 663 - 670

Опубликована: Окт. 2, 2024

Язык: Английский

Extremely Low Frequency (ELF) Electromagnetic Signals as a Possible Precursory Warning of Incoming Seismic Activity DOI Creative Commons
V. Tritakis, Janusz Młynarczyk, Ioannis Contopoulos

и другие.

Atmosphere, Год журнала: 2024, Номер 15(4), С. 457 - 457

Опубликована: Апрель 7, 2024

We analyzed a large number (77) of low-to-medium-magnitude earthquakes (M3.5–M6.5) that occurred within period three years (2020–2022) in the Southern half Greece relation to ELF activity region and time period. In most cases, characteristic signals appear up 20 days before earthquakes. This observation may add an important new element Lithospheric–Atmospheric–Ionospheric scenario, thus contributing better prediction incoming discuss role observations reliable seismic forecasting. conclude magnitude earthquake larger than M4.0 distance epicenter shorter 300 km from recording site is needed for typical pre-seismic be observed. Finally, we remark could result integrated project multi-instrumental observations, where all known variety precursors would included, whole data set by advanced machine learning methods.

Язык: Английский

Процитировано

3
Seismo-ionospheric precursory detection using hybrid Bayesian-LSTM network model with uncertainty-boundaries and anomaly-intensity DOI
Mohd Saqib, Erman Şentürk, Muhammad Arqim Adil

и другие.

Advances in Space Research, Год журнала: 2024, Номер 74(4), С. 1828 - 1842

Опубликована: Май 17, 2024

Язык: Английский

Процитировано

2
Integrating Principal Component Analysis and Multi-Input Convolutional Neural Networks for Advanced Skin Lesion Cancer Classification DOI Creative Commons

Rakhmonova Madinakhon,

Mukhtorov Doniyorjon, Young Im Cho

и другие.

Applied Sciences, Год журнала: 2024, Номер 14(12), С. 5233 - 5233

Опубликована: Июнь 17, 2024

The importance of early detection in the management skin lesions, such as cancer, cannot be overstated due to its critical role enhancing treatment outcomes. This study presents an innovative multi-input model that fuses image and tabular data improve accuracy diagnoses. incorporates a dual-input architecture, combining ResNet-152 for processing with multilayer perceptron (MLP) analysis. To optimize handling data, Principal Component Analysis (PCA) is employed reduce dimensionality, facilitating more focused efficient training. model’s effectiveness confirmed through rigorous testing, yielding impressive metrics F1 score 98.91%, recall 99.19%, precision 98.76%. These results underscore potential multiple inputs provide nuanced analysis outperforms single-modality approaches lesion diagnostics.

Язык: Английский

Процитировано

2
A cyclone formation, eastward plume drag, ion-hydration process, and the consequent ionospheric changes following the 2022 Hunga Tonga-Hunga Ha'apai volcanic eruption DOI
Mohamed Freeshah, Muhammad Arqim Adil, Erman Şentürk

и другие.

Advances in Space Research, Год журнала: 2023, Номер 73(5), С. 2457 - 2470

Опубликована: Дек. 16, 2023

Язык: Английский

Процитировано

4
A novel approach for optimizing regional geoid modeling over rugged terrains based on global geopotential models and artificial intelligence algorithms DOI Creative Commons
Mohamed Elshewy,

Phung Trung Thanh,

Amr M. Elsheshtawy

и другие.

The Egyptian Journal of Remote Sensing and Space Science, Год журнала: 2024, Номер 27(4), С. 656 - 668

Опубликована: Сен. 19, 2024

Язык: Английский

Процитировано

1
Real-time detection of methane concentration based on TDLAS technology and 1D-WACNN DOI
Lingling Kan, Kai Miao,

Hongwei Liang

и другие.

Optoelectronics Letters, Год журнала: 2024, Номер 20(11), С. 663 - 670

Опубликована: Окт. 2, 2024

Язык: Английский

Процитировано

0