Ruigang Wang
- Recurrent Equilibrium Networks: Flexible Dynamic Models with Guaranteed Stability and Robustness
2021/04/13 by Max Revay, Ruigang Wang, Revay, Max +3 · 15 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Recurrent Equilibrium Networks: Flexible Dynamic Models With Guaranteed Stability and Robustness
2023/07/11 by Max Revay, Ruigang Wang, Ian R. Manchester · 16 citations
Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Control Systems Optimization #Control and Stability of Dynamical Systems #Gene Regulatory Network Analysis
- Lipschitz Bounded Equilibrium Networks
2020/10/05 by Max Revay, Ruigang Wang, Revay, Max +3 · 7 citations
Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Advanced Memory and Neural Computing #Machine Learning in Materials Science
- Direct Parameterization of Lipschitz-Bounded Deep Networks
2023/01/27 by Ruigang Wang, Wang, Ruigang, Ian R. Manchester +1 · 6 citations
Engineering · Computer Science · Materials Science · #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications #Machine Learning in Materials Science
- Learning over All Stabilizing Nonlinear Controllers for a Partially-Observed Linear System
2021/12/08 by Ruigang Wang, Wang, Ruigang, Nicholas Barbara +5 · 4 citations
Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks #Adaptive Dynamic Programming Control
- Monotone, Bi-Lipschitz, and Polyak-Lojasiewicz Networks
2024/02/02 by Ruigang Wang, Krishnamurthy Dvijotham, Wang, Ruigang +3 · 2 citations
Computer Science · Business, Management and Accounting · Physics and Astronomy · #Neural Networks and Applications #Advanced Queuing Theory Analysis #Complex Network Analysis Techniques
- Continuous-time Dynamic Realization for Nonlinear Stabilization via Control Contraction Metrics
2019/09/28 by Ruigang Wang, Ian R. Manchester, Wang, Ruigang +1 · 1 citation
Engineering · Mathematics · #Control and Stability of Dynamical Systems #Numerical methods for differential equations #Spacecraft Dynamics and Control
- Model Predictive Control of Spreading Processes via Sparse Resource Allocation
2022/10/27 by Ruigang Wang, Wang, Ruigang, Armaghan Zafar +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Optimization and Control (math.OC) #Peroxisome Proliferator-Activated Receptors #Simulation Techniques and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
- Learning Over Contracting and Lipschitz Closed-Loops for Partially-Observed Nonlinear Systems (Extended Version)
2023/04/12 by Nicholas H. Barbara, Barbara, Nicholas H., Ruigang Wang +3 · 1 citation
Computer Science · Engineering · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
- Interactions between selenite and different forms of antimony and their effects on root morphology of paddy rice
2016/11/03 by Qianhua Wu, Renwei Feng, Junkang Guo +5 · 1 citation
Nursing · Environmental Science · #Selenium in Biological Systems #Arsenic contamination and mitigation #Heavy Metal Exposure and Toxicity