W anyang D ai Distinguished Professor/Ph.D. Advisor School of Mathematics, Nanjing Uni., China Email: nan5lu8@nju.edu.cn Here is: Wanyang's CV in pdf Back to: Wanyang's Main Page in English President & CEO: SIR Fourm (Industrial 6.0 Forum) Editor: Artificial Intelligence and Machine Learning Editor: Wireless Engineering and Technology

Selected Publications

• "Simulating a strongly nonlinear backward stochastic partial differential equation via efficient approximation and machine learning". AIMS Mathematics (Special Issue: Advances in Mathematical Modeling and Simulation of Complex Systems), Volume 9, Issue 7: 18688-18711, 2024
• "Game-theoretic policy computing and simulation for blockchained buffering system via diffusion approximation". Probability in the Engineering and Informational Sciences. Online FirstView 1-36, 2024
• "N-qubit operations on sphere and queueing scaling limits for programmable quantum computer". Quantum Information Processing, Volume 22, Article number: 122 (42 pages), 2023
• "Estimating intensity functions of spatial inhomogeneous Poisson point processes via a Stein estimator", , Communications in Statistics: Simulation and Computation, Vol. 52, No. 10, pp. 4816-4848, 2023 (jointly with Y. Lu)
• "Fast simulation for Gaussian random fields on compact Riemannian manifolds" . Communications in Nonlinear Science and Numerical Simulation, Vol 118 107002, 23 pages, 2023 (jointly with Q. Jiang)
• "Optimal policy computing for blockchain based smart contracts via federated learning" . Operational Research, Vol. 22, pp. 5817–5844, 2022.
• "Convolutional neural network based simulation and analysis for backward stochastic partial differential equations" , Computers and Mathematics with Applications, Vol. 119, pp. 21–58, 2022.
• "Reflecting time-space Gaussian random field on compact Riemannian manifold and excursion probability" . Stochastics: An International Journal of Probability and Stochastic Processes, Vol. 94, No. 6, pp. 865-890, 2022 (jointly with Q. Jiang)
• "A non-conservation stochastic partial differential equation driven by anisotropic fractional Levy random field", Stochastics and Dynamics, Vol. 21, No. 5, 2150028 (20 pages), 2021 (jointly with X. Lu).
• "Quantum-computing with AI & blockchain: modelling, fault tolerance and capacity scheduling" , Mathematical and Computer Modeling of Dynamical Systems, Vol. 25, No. 6, pp. 523-559, 2019.
• "A white noise approach to stochastic partial differential equations driven by the fractional Levy noise" , Advances in Continuous and Discrete Models: Theory and Modern Applications (formerly called "Advances in Difference Equations") 2018:420, 2018 (jointly with Lu)
• "A unified system of FB-SDEs with Levy jumps and double completely-S skew reflections" , Communications in Mathematical Sciences, Vol. 16, No. 3, pp. 659-704, 2018
• "Platform modeling and scheduling game with multiple intelligent cloud-computing pools for Big Data", Mathematical and Computer Modeling of Dynamical Systems, Vol. 24, No. 5, pp. 506-552, 2018
  • Early short conference version published in Proceedings of QTNA 2017, 223-226, 2017
• "Mean-variance hedging based on an incomplete market with external risk factors of non-Gaussian OU processes", Mathematical Problems in Engineering, Volume 2015 (Regular Issue), Article ID 625289, 20 pages, 2015
  • "Optimal hedging and its performance based on a Levy driven volatility model", Proceedings of International Conference on Applied Mathematics and Sustainable Development - Special track within 2012 Spring World Congress of Engineering and Technology (related conference paper), Scientific Research Publishing, 44-49, 2012.
• "Optimal control with monotonicity constraints for a parallel-server loss channel serving multi-class jobs", Mathematical and Computer Modeling of Dynamical Systems, Vol. 20, No. 3, 284-315, 2014
  • "Constrained optimal control for a parallel-server channel serving multi-class jobs in zero-buffer regime", Proceedings of 2011 World Congress of Engineering and Technology, Vol. 1, 249-254 (related conference paper), IEEE Computer Society Press, 2011
• "Product-form solutions for integrated services packet networks and cloud computing systems", Mathematical Problems in Engineering, Volume 2014 (Regular Issue), Article ID 767651, 16 pages, 2014
  • "Product-form solutions for integrated services packet networks", Proceedings of MICAI 2006, IEEE Computer Society Press, pp. 296-308 (short conference version), 2006
• "Optimal rate scheduling via utility-maximization for J-user MIMO Markov fading wireless channels with cooperation", Operations Research, Vol. 61, No. 6, 1450-1462 (with additional 26 page proof of online e-companion ( Supplemental)), 2013
  • "Functional limit theorems based on doubly stochastic renewal processes and optimal controls for wireless systems under random environment" (an alternative title used in some Probability and Statistics Conference)
• "Stochastic integration for fractional Levy process and stochastic differential equation driven by fractional Levy noise", ACTA Mathematica Scientia (A): Chinese Series (Journal of Mathematical Physics, Series A), Vol. A33, No. 6, 1022-1034, 2013 (jointly with Lu)
  • English version available at http://arxiv.org/abs/1307.4173
• "Heavy traffic limit theorems for a queue with Poisson ON/OFF long-range dependent sources and general service time distribution", Acta Mathematicae Applicatae Sinica, English Series, Vol. 28, No. 4, 807-822, 2012
• "On the conflict of truncated random variable vs. heavy-tail and long range dependence in computer and network simulation", Journal of Computational Information Systems Vol.7, No. 5, 1488-1499, 2011
• "Mean-variance portfolio selection based on a generalized BNS stochastic volatility model", International Journal of Computer Mathematics, Vol. 88, No. 16, 3521-3534, 2011
• "Generalized fractional Levy random fields on Gelfand triple: a white noise approach", Front. Math. China, Vol. 9, No. 3, 493-506, 2011 (jointly with Lu and Huang)
• "Stochastic optimal controls for parallel-server channels with zero waiting buffer capacity and multiclass customers", Journal of Advances in Systems Science and Applications, Vol. 9, No. 4, pp. 627-646, 2009 (jointly with Feng)
• "On the traveling neuron nets (human brains) controlled by a satellite communication system", Proceedings of International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2009), pp. 1-4, IEEE Computer Society Press, 2009
• "Optimal control based on a generalized exponential scheduling rule for a generalized switch", Proceedings of International Conference on Communications and Mobile Computing 2009, IEEE Computer Society Press, Vol. 2, pp. 332-336, 2009 (jointly with Wang)
• "Stochastic optimal control of ATO systems with batch arrivals via diffusion approximation", Probability in the Engineering and Informational Sciences, Vol. 21, pp. 477-495, 2007 (jointly with Jiang)
• "Diffusion approximations for multiclass queueing networks under preemptive priority service discipline", Applied Mathematics and Mechanics, Vol. 28, No. 10, pp. 1331-1342, 2007
• "Finite element density estimator with multi-stage adaptive filters", Chinese Journal of Engineering Mathematics, Vol. 6, pp. 1068-1074, 2006
• "The finite element method for computing the stationary distribution of an SRBM in a hypercube with applications to finite buffer queueing networks", Queueing Systems, Vol. 42, pp. 33-62, 2002 (jointly with Chen, J.G.Dai and Shen)
• "A Brownian model for multiclass queueing networks with finite buffers", Journal of Computational and Applied Mathematics, Vol. 144, No. 1-2, pp. 145-160, 2002
• "A heavy traffic limit theorem for a class of open queueing networks with finite buffers", Queueing Systems, Vol. 32, pp. 5-40, 1999 (jointly with J.G.Dai)
• "Brownian approximations for queueing networks with finite buffers: modeling, heavy traffic analysis and numerical implementations", UMI Dissertation Services, A Bell & Howell Company, 300 N. Zeeb Road, Ann Arbor, Michigan 48106, U.S.A. 1997
• "A heavy traffic limit theorem for queueing netwroks with finite capacity", Proceedings of Third International Workshop on Queueing Networks with Finite Capacity, West Yorkshire, U.K., July 6-7, 1995 (Jointly with J.G. Dai)
• "Estimating time-variable parameters by the least squares algorithm with a variable forgetting factor: convergence and stability", Proceedings of Asia-Pacific Conference on Measurement and Control, Vol. 2, pp. 544-547, 1991
• "Stochastic adaptive control for time-varying systems convergent at the rate of 1/t", IFAC Proceedings Series, Vol. 1, No. 8, pp. 179-184, Pergamon Press, Elmsford, NY, U.S.A. 1989

• Wenfeng Wang, Wanyang Dai, Hari M. Srivastava (Editors). "Computational Statistics and Data Intelligence (APCAMS 2023)". Springer Proceedings in Mathematics & Statistics, Springer, New York, 2024.
• Sanjay Yadav, Harrish Kumar, Pavan Kumar Kankar, Wanyang Dai, Fenghua Huang (Editors). "Proceedings of 2nd International Conference on Artificial Intelligence, Robotics, and Communication (ICAIR 2022)". Lecture Notes in Electrical Engineering 1063, Springer, New York, 2023.