Gaoyang Liu

ORCID: 0000-0003-3820-5012
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About
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Research Areas
  • Fuel Cells and Related Materials
  • Electrocatalysts for Energy Conversion
  • Advanced battery technologies research
  • Aquaculture disease management and microbiota
  • Infrastructure Maintenance and Monitoring
  • Hybrid Renewable Energy Systems
  • Concrete Corrosion and Durability
  • Innovative concrete reinforcement materials
  • Animal Virus Infections Studies
  • RNA Interference and Gene Delivery
  • Laser-Plasma Interactions and Diagnostics
  • Advanced Photocatalysis Techniques
  • Metal and Thin Film Mechanics
  • Advanced Sensor and Energy Harvesting Materials
  • Surface Modification and Superhydrophobicity
  • Structural Health Monitoring Techniques
  • Advancements in Battery Materials
  • Fusion materials and technologies
  • Antimicrobial Peptides and Activities
  • Geotechnical Engineering and Analysis
  • Nuclear Physics and Applications
  • Advanced Battery Technologies Research
  • Mathematical and Theoretical Epidemiology and Ecology Models
  • Hydrogen Storage and Materials
  • Invertebrate Immune Response Mechanisms

Huazhong University of Science and Technology
2021-2025

University of Science and Technology Beijing
2012-2024

Shaoxing University
2023-2024

Zhejiang University
2023-2024

University of British Columbia
2017-2024

North China University of Technology
2024

Hebei University
2024

Northwest A&F University
2018-2023

Guangzhou Railway Polytechnic
2022-2023

Qingdao University
2023

Porous Sb–SnO<sub>2</sub>nanowires were synthesized as a support for IrO<sub>2</sub>by an electrospinning method. The thus prepared catalyst exhibits enhanced mass activity toward OER.

10.1039/c5ta02942b article EN Journal of Materials Chemistry A 2015-01-01

The mixing ratio of the raw materials has a significant impact on concrete compressive strength. Although strength can be inferred from mix ratio, it is frequently challenging to determine how each parameter affects results. In this study, an Explainable Boosting Machine (EBM) applied predict and explain contribution factors Meanwhile, combined algorithm selection hyperparameter optimization problem in machine learning implemented by employing Bayesian technique. A dataset consisting 1030...

10.1016/j.cscm.2023.e01845 article EN cc-by-nc-nd Case Studies in Construction Materials 2023-01-11

The precise prediction of concrete compressive strength is essential for ensuring safe and reliable infrastructure design construction. However, traditional empirical models often struggle to accurately predict due the complex nonlinear relationship between properties target strength. This study introduces an AutoML-SHAP (Automatic Machine Learning - SHapley Additive exPlanations) strategy, designed automatically provide insightful interpretations predictive outcomes. AutoML model uses...

10.1016/j.cscm.2023.e02405 article EN cc-by Case Studies in Construction Materials 2023-08-17

Proton exchange membrane water electrolysis (PEMWE) is a green hydrogen production technology with great development prospects. As an important part of PEMWE, bipolar plates (BPs) play role and put forward special requirements due to the harsh environments on both anode cathode. Recently, metal-based BPs, particularly stainless steel titanium BPs have attracted much attention from researchers all over world because their advantages high corrosion resistance, low resistivity, thermal...

10.3390/app13031244 article EN cc-by Applied Sciences 2023-01-17

10.1109/icassp49660.2025.10889013 article EN ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025-03-12

Proton exchange membrane steam electrolyzers suffer from insufficient catalyst activity and durability due to the slow reaction kinetics for oxygen evolution (OER) poor under harsh operating environments. Aiming at enhancement of electrode durability, composite support materials iridium oxide are synthesized via in situ phosphorization on tin doped indium possess functionalities high electronic intrinsic proton conductivity. At 130 °C a water vapor atmosphere an overall conductivity 0.72 S...

10.1039/c3ee41438h article EN Energy & Environmental Science 2013-12-02

With the rapid development of plug-in hybrid electric vehicles and vehicles, high-energy layered lithium nickel-rich oxides have received much attention, but there are still many challenges due to inherent properties materials. The poor cycling performance initial capacity loss oxide associated with structural stability material Li+/Ni2+ cation disorder. Moreover, synergistic effect vacancy Li Ni in delithiation process aggravates instability oxygen, eventually resulting release oxygen. It...

10.1021/acsami.9b10310 article EN ACS Applied Materials & Interfaces 2019-08-23

Cracks can be important performance indicators for determining damage processes in new and existing concrete structures. In recent years, deep convolutional neural networks (CNNs) have shown great potential automatic crack detection segmentation. However, most of the current CNNs tend to lose high-resolution details and, therefore, lead blurry object boundaries; this results poor images with complex backgrounds engineering This study proposes a two-stream boundary-aware segmentation (BACS)...

10.1155/2023/3301106 article EN cc-by Structural Control and Health Monitoring 2023-06-30

Advanced machine learning (ML) models are utilized for accurate shear strength prediction of reinforced concrete beams (RCB), but their lack interpretability makes it unclear how make specific predictions, reducing reliability and applicability. Mainstream model-agnostic interpretation methods require numerous additional computing procedures, limiting the efficiency, model process remains unknown. This study proposes an inherently interpretable RCB with stirrups based on Explainable Boosting...

10.1016/j.cscm.2024.e03350 article EN cc-by-nc-nd Case Studies in Construction Materials 2024-05-28

10.1016/j.colsurfa.2019.123941 article EN Colloids and Surfaces A Physicochemical and Engineering Aspects 2019-09-06
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