Search: inversion — Academic Articles

Proposing New Data Whitening Method through Application of LSTM Method for Fault Condition Prediction in Bearing Data

Nasrin Rezaei, Andreas Rehkopf • Advances in Engineering and Intelligence Systems (2026)

In the context of big data, data preprocessing, especially data whitening, plays a pivotal role in improving the effectiveness of AI models. While traditional whitening methods suffer from severe computational bottlenecks, arising from the ...

DOAJ Open Access (DOAJ) DOI: 10.22034/aeis.2026.575941.1510

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Inversion Analysis Method for Tunnel and Underground Space Engineering: A Short Review

Zhanping Song, Zifan Yang, Runke Huo, Yuwei Zhang • Applied Sciences (2023)

With the rise of the fourth industrial revolution, traditional methods of analyzing investment have been transformed into intelligent methods under big data and the Internet of Things. This has created a new approach to solving practical en...

DOAJ Open Access (DOAJ) DOI: 10.3390/app13095454

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Acoustic Impedance Inversion from Seismic Imaging Profiles Using Self Attention U-Net

Liurong Tao, Haoran Ren, Zhiwei Gu • Remote Sensing (2023)

Seismic impedance inversion is a vital way of geological interpretation and reservoir investigation from a geophysical perspective. However, it is inevitably an ill-posed problem due to the noise or the band-limited characteristic of seismi...

DOAJ Open Access (DOAJ) DOI: 10.3390/rs15040891

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Machine Learning Inversion of Runway Base-Course Parameters Using Multi-Domain Vibration Features Under Moving Aircraft Loads

Shifu Liu • Applied Sciences (2026)

Accurate identification of runway base-course parameters is an important basis for structural condition assessment, yet separating base-course elastic modulus, thickness, and local damage from runway responses under moving aircraft loads re...

DOAJ Open Access (DOAJ) DOI: 10.3390/app16188983

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A satellite-derived, ground-measurement-independent monthly PM2.5 mass concentration dataset over China during 2000 - 2015

Ying Zhang, Zhengqiang Li, Yuanyuan Wei, Zongren Peng • Big Earth Data (2021)

Following the accelerated development of urbanization and industrialization, atmospheric particulate matter has become a significant threat to public health globally. Environmental health studies usually use the mass concentration of fine p...

DOAJ Open Access (DOAJ) DOI: 10.1080/20964471.2021.1918908

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Micro‐/Nanohierarchical Surfaces for Enhanced Pool Boiling in Large‐Area Silicon Multichips

Youngseob Lee, Kiwan Kim, Yunseo Kim, Daeyoung Kong et al. • Small Structures (2025)

With the rising demand for data centers, the need for an efficient thermal management approach becomes increasingly critical. This study examines the enhancement in pool boiling heat transfer on a customized multichip module, designed to mi...

DOAJ Open Access (DOAJ) DOI: 10.1002/sstr.202400512

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Academic Articles & Research Papers

Proposing New Data Whitening Method through Application of LSTM Method for Fault Condition Prediction in Bearing Data

Inversion Analysis Method for Tunnel and Underground Space Engineering: A Short Review

Acoustic Impedance Inversion from Seismic Imaging Profiles Using Self Attention U-Net

Machine Learning Inversion of Runway Base-Course Parameters Using Multi-Domain Vibration Features Under Moving Aircraft Loads

A satellite-derived, ground-measurement-independent monthly PM2.5 mass concentration dataset over China during 2000 - 2015

Micro‐/Nanohierarchical Surfaces for Enhanced Pool Boiling in Large‐Area Silicon Multichips