
Feng Hao
Contributor at Freelance
Articles
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2 months ago |
sciencedirect.com | Mingyu Yin |Feng Hao |J. Pineda-Murillo |J.A. Lugo-García
Organic room-temperature phosphorescence (RTP) materials have attracted significant attention due to their unique luminescent properties such as large Stokes shift and long-lived emission, offering broad prospects for applications in bioimaging, information encryption, sensing, and organic optoelectronics [1], [2], [3], [4], [5], [6], [7], [8], [9], [10].
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Dec 6, 2024 |
nature.com | Md Hakimul Haque |Wanyun Shao |Matthew VanDyke |Feng Hao |Hemal Dey
Machine learning (ML) models can simulate flood risk by identifying critical non-linear relationships between flood damage locations and flood risk factors (FRFs). To explore it, Tampa Bay, Florida, is selected as a test site. The study’s goal is to simulate flood risk and identify dominant FRFs using historical flood damage data as target variable, with 16 FRFs as predictor variables. Five different ML models such as decision tree (DT), support vector machine (SVM), adaptive boosting (AdaBoost), extreme gradient boosting (XGBoost), and random forest (RF) were adopted. RF classifies 2.42% of Tampa Bay as very high risk and 2.54% as high risk, while XGBoost classifies 3.85% as very high risk and 1.11% as high risk. Moreover, the communities reside at low altitudes and near the waterbodies, with dense man-made infrastructure, are at high flood risk. This study introduces a comprehensive framework for flood risk assessment and helps policymakers mitigate flood risk.
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Oct 23, 2024 |
pubs.acs.org | Feng Hao |Rui Song |Jie Yang |Jian Shen
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Aug 14, 2024 |
mdpi.com | Junfu Gao |Sikai Wang |Feng Hao
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Jun 10, 2024 |
sciencedirect.com | Halil ŞENOL |Wanyun Shao |Feng Hao |Volkan Oda
In May 2023, a new record for the highest daily level of carbon dioxide in the atmosphere has been attained: this is yet another alert on the speed of global warming. As well known, carbon dioxide (CO2) emissions are the major source of global warming, remaining in the atmosphere for hundreds of years. Technological change seems to be the major way out from the catastrophic environmental situation we are falling in.
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