Duo Sun

Oct 19, 2023 | mdpi.com | Kai Jin |Lei Zhang |Yujie Zhang |Duo Sun

1. Introduction 1.1. BackgroundThe industrial control system (ICS) is an essential component of the industrial world’s development [1], as it is integrated into various industrial infrastructures, such as electricity, energy, chemicals, and oil and gas, to ensure the smooth operation of industrial processes and promote the integrated development of various industries [2].

Sep 19, 2023 | mdpi.com | Duo Sun |Lei Zhang |Kai Jin |Jiasheng Ling

3.2. Model Structure and Algorithm FlowIn this paper, we propose an ETM-TBD intrusion detection model, shown in Figure 2. The model mainly consists of four parts: an Ensemble Tree Models module, a Transformer module, a BiGRU module and a DNN module. The Ensemble Tree Models module adopts the integrated learning model that stacks four basic machine learning trees.

Aug 31, 2023 | mdpi.com | Yujie Zhang |Lei Zhang |Duo Sun |Kai Jin

This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessArticleby, *, , and School of Artificial Intelligence and Data Science, Hebei University of Technology, Tianjin 300132, China*Author to whom correspondence should be addressed. Appl. Sci.

Jul 24, 2023 | pubs.rsc.org | Duo Sun |Kaijun Liu |Yi Cheng |Jinju Sun

Modulation of two-dimensional palladium nanozyme activity to enhance chemodynamic/photothermal combined therapy for melanoma Duo Sun,   Kaijun Liu,   Yi Cheng,   Jinju Sun,   Jingqin Fang,   Yi Tang,   Fangyang Wang,   Yu Guo,   Yi Wang  and  Xiao Chen   Abstract Nanozymes are artificial enzymes that mimic natural enzyme-like activities and show great promise for tumor chemodynamic therapy.