Jan 2013: we are part of the UW/EcoSynthetix partnership for developing bio-based materials. Protection and Promotion of UV Radiation-Induced Liposome Leakage via DNA-Directed Assembly with Gold Nanoparticles.

Details, Liu, L., P. Fieguth, L. Zhao, Y.

Li Liu received her B.S. Overview. This document is designed to outline laboratory safety in general and specific to the Liu Lab, and to make you aware of hazards and hazardous materials you may encounter during your time in the lab. Overview. Python. ​Numerous journals and conferences, some book publishers, and several funding agencies. University of Sheffield, Postdoctoral Scholar (2011-12)Department of Computing and Mathematical Sciences Our main campus is situated on the Haldimand Tract, the land promised to the Six Nations that includes six miles on each side of the Grand River. This work also reveals that the constructed left-turn control structure has a great potential to be applied in real-time.

25, no. Our main campus is situated on the Haldimand Tract, the land promised to the Six Nations that includes six miles on each side of the Grand River. Outstanding PhD applicants may consider applying for the Vanier Canada Graduate Scholarships (Vanier CGS) program ($50,000 per year for three years), Fang Zhang, Xinfeng Zhang, Hualing Yang, Weidong Ruan, Jinyi Zhang, Dong Peng, Xiaoqi Tao, Chenghua Zong, Biwu Liu, Anand Lopez, Yuqing Li, Zhicheng Huang, Yichen Zhao, Jennifer Moon, Tieli Zhou, Chunmei Li, Miao Li, Xuejuan Ma, Haiyan Liu, Yilin Zhao, Yuancong Xu, Yongqiang Kang, Juewen Liu, Wei Ren, Yibo Liu, Huaping Peng, Wenjing Wang, Lingzi Ma, Yangyang Chang, Xixia Liu, Rong Wu, Jimmy Huang, Fang Xu (not in picture: Mohamad Zandieh, Shuxia Xu, Yongjie Yang, Junling Duan), Jennifer Moon, Yawen Wang, Dai Li, Yanping He, Lingzi Ma, Yi-Chen Zhao, Dong Peng, Zijie Zhang, Mingsheng Lyu, Shengqiang Hu, Rong Wu, Yilin Zhao, Yuqing Li, Zhicheng Huang, Biwu Liu, Juewen Liu, Jimmy Huang, Xiuzhong Wang, Jinyi Zhang, Not in the lower picture (Runjhu Saran, Yibo Liu, Anand Lopez, Heye Wang, Chunyan Deng, Sona Jain), Back: Wang Li, James Yu, Anand Lopez, Yanping He, Lide Gu, Zhicheng Huang, Zijie Zhang, Yuqing Li, Front: Liu Wang, Li Xu, Yibo Liu, Juewen Liu, Biwu Liu, Lei Chen, Runjhun Saran. March, 2013: The Liu Lab team at the 41st Southern Ontario Undergraduate Student Chemistry Conference (SOUSCC) Jan 2013: we are part of the UW/EcoSynthetix partnership for developing bio-based materials. Firstly, the powertrain model of the series hybrid electric tracked vehicle (SHETV) is constructed, then the corresponding energy management formulation is established. 5. The Guelph-Waterloo Centre for Graduate Work in Chemistry and Biochemistry (GWC)2 is one of Canada's largest and most Its rapidity and optimality are validated by comparing with DP and conventional Dyna method. iTSS LAB. liucheny@gmail.com Supervisors Alexander Wong, Paul Fieguth Research interests My research interests are in the fields of remote sensing, image sparse representation and compressed sensing.

Research topics Biomedical Imaging … The student’s salary will amount to $1,625-$1,725/month depending on the student’s seniority. December 26, 2016, Feng's paper on liposome/nanoparticle interaction on Angew.

This research proposes a reinforcement learning-based algorithm and a deep reinforcement learning-based algorithm for energy management of a series hybrid electric tracked vehicle. Finally, the control performance of the derived DM policies in safety and efficiency is analyzed. MC 6108 Our active work toward reconciliation takes place across our campuses through research, learning, teaching, and community building, and is centralized within our Indigenous Initiatives Office. 45, no.

First, the highway DM problem is formulated, wherein the vehicles can exchange information via wireless networking. degree in Applied Mathematics from Shanghai Jiao-Tong University, the M.S. As a complex and critical cyber-physical system (CPS), the hybrid electric powertrain is significant to mitigate air pollution and improve fuel economy. Search. Furthermore, the adaptability of the proposed method is confirmed in another driving schedule. December 26, 2016, Feng's paper on liposome/nanoparticle interaction on Angew. McBryde Medal from the Canadian Society for Chemistry in Edmonton. This work optimizes the highway decision making strategy of autonomous vehicles by using deep reinforcement learning (DRL). Then, the synthesized data from this parallel system is trained by a bidirectional LSTM network. Subsequently, a new variant of reinforcement learning (RL) method Dyna, namely Dyna-H, is developed by combining the heuristic planning step with the Dyna agent and is applied to energy management control for SHETV. Advance your research. Visit our COVID-19 information website to learn how Warriors protect Warriors.  Liu, L., B. Yang, P. Fieguth, Z. Yang, and Y. Wei, "BRINT: A Binary Rotation Invariant and Noise Tolerant Texture Descriptor", International Conference on Image Processing, Melbourne, 2013. Home; Research; Publications; Members; Teaching; CV; Group News; Opening; Funding; Chemistry; Nanotech; Links Jun LIU, Assistant Professor of University of Waterloo, Waterloo (UWaterloo) | Read 70 publications | Contact Jun LIU Our active work toward reconciliation takes place across our campuses through research, learning, teaching, and community building, and is centralized within our Indigenous Initiatives Office. My current researches are both in biomedical imaging and remote sensing. Canada Research Chair and Assistant Professor. www.itsslab.com. September 2015 (front row: Juewen Liu, Wenhu Zhou, Runjhun Saran, Chang Lu, Lingzi Ma; Back row: Feng Wang, Anand Lopez, Biwu Liu, Jimmy Huang, Zijie Zhang, Zhicheng Huang, James Yu), August 2013: Mahsa, Feng, Sylwia, Imran, Biwu, Jimmy, Alex, Juewen, Shine, Elsa & Jenny, August 2012, Nathan, Biwu, Kiyoshi, Juewen, Alex, Neeshma, Puja, Shine, Imran (not in picture: Jimmy), August 2011 Juewen, Zach, Youssof, Ahmed, Neeshma, Shine, and Jimmy, For future postdoctoral fellows: if you have a very strong background, please consider the Banting Fellowship with $70,000 annual salary. This work proposes a deep reinforcement learning (DRL) based left-turn decision-making framework at unsignalized intersection for autonomous vehicles. If you are interested in the Liu lab research and are highly motivated, please consider applying a NSERC undergraduate research fellowship. The high-level establishes a parallel system first, which includes a real powertrain system and an artificial system. Results show that the proposed deep reinforcement learning method realizes faster training speed and lower fuel consumption than traditional DQL policy does, and its fuel economy quite approximates to global optimum. This paper focuses on discussing the decision-making (DM) strategy for autonomous vehicles in a connected environment.

Simulation results reveal that the ego vehicle could safely and efficiently accomplish the driving task after learning and training. California Institute of Technology, Editorial BoardNonlinear Analysis: Hybrid Systems, 2016-presentIEEE CSS Conference Editorial Board, 2018-presentJournal of Nonlinear Systems and Applications, 2015-2016, Program/Technical CommitteeACM International Conference on Hybrid Systems: Computation and Control, 2016, 2017, 2018, 2019IFAC Conference on Analysis and Design of Hybrid Systems, 2018, 2021IEEE CSS Technical Committee on Computational Aspects of Control System Design, 2017-presentIEEE CSS Technical Committee on Hybrid Systems, 2014–present, MemberCanadian Applied and Industrial Mathematics Society (CAIMS)IEEE Control Systems Society (CSS)Institute of Electrical and Electronics Engineers (IEEE)Society for Industrial and Applied Mathematics (SIAM), Reviewer j.liu@uwaterloo.ca. 34, issue 3, pp.

This paper presents a novel bidirectional long shortterm memory (LSTM) network based parallel reinforcement learning (PRL) approach to construct EMS for a hybrid tracked vehicle (HTV). Institution: University of Waterloo. Please contact Dr. Liu for research opportunities. 7. One of our papers was included in a Virtual Issue of Langmuir, which includes some of the most important papers in the history of the journal. Short biography Ying Liu received her Ph.D. degree in the field of signal and image processing at the University of Waterloo in the department of Systems Design Engineering in 2011. Teng Liu's Lab. Then relevant control actions, state variables, and optimization objectives are elaborated. First, the highway driving environment is built, wherein the ego vehicle, surrounding vehicles, and road lanes are included. If you are interested in the Liu lab research and are highly motivated, please consider applying a NSERC undergraduate research fellowship.

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