Qi-Jun Zhang

发表

The recent developments in knowledge based neural modeling

Murat Simsek, Qi-Jun Zhang, Humayun Kabir, 2010, ICCS.

Concurrent thermal and electrical optimization of high-speed packages and systems

Qi-Jun Zhang, Khashayar K. Mihan, Brian J. Stacey, 1995 .

Robust neural based microwave modelling and design using advanced model extrapolation

M.C.E. Yagoub, Qi-Jun Zhang, Jianjun Xu, 2004, 2004 IEEE MTT-S International Microwave Symposium Digest (IEEE Cat. No.04CH37535).

Minimization of delay and crosstalk in high-speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, S. Lum, 1992 .

An enhanced multi-circuit optimization approach for identification of microwave filter parameters

Chao Zhang, Qi-Jun Zhang, Jing Jin, 2016, 2016 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Integrating subnetworks characterized by measured data into moment-matching simulations

Qi-Jun Zhang, Michel Nakhla, R. Sanaie, 1994, Proceedings of IEEE Multi-Chip Module Conference (MCMC-94).

Adaptive Feature Zero Assisted Surrogate-Based EM Optimization for Microwave Filter Design

Weicong Na, Chao Zhang, Feng Feng, 2019, IEEE Microwave and Wireless Components Letters.

An efficient approach for moment-matching simulation of linear subnetworks with measured or tabulated data

Michel S. Nakhla, Ramachandra Achar, Qi-Jun Zhang, 1996, Proceedings of International Conference on Computer Aided Design.

Neural network techniques for fast parametric modeling of vias on multilayered circuit packages

Qi-Jun Zhang, Yazi Cao, 2010, 2010 IEEE Electrical Design of Advanced Package & Systems Symposium.

Simple and Efficient High-Dimensional Parametric Modeling for Microwave Cavity Filters Using Modular Neural Network

Qi-Jun Zhang, Yazi Cao, S Reitzinger, 2011, IEEE Microwave and Wireless Components Letters.

Transient Behavioral Modeling of Nonlinear I/O Drivers Combining Neural Networks and Equivalent Circuits

Yi Cao, Qi-Jun Zhang, Ihsan Erdin, 2010, IEEE Microwave and Wireless Components Letters.

Multilevel optimization of high speed VLSI interconnect networks by decomposition

Qi-Jun Zhang, Michel Nakhla, Yuji Wei, 1994 .

Time domain analysis of nonuniform frequency dependent high-speed interconnects

Michel S. Nakhla, Qi-Jun Zhang, Sanjay L. Manney, 1992, ICCAD.

A Hybrid Neural and Circuit-Based Model Structure for Microwave Modeling

Qi-Jun Zhang, Fang Wang, Shoujun Wang, 1999, 1999 29th European Microwave Conference.

Efficient large-signal FET parameter extraction using harmonics

Qi-Jun Zhang, John W. Bandler, S. Ye, 1989, IEEE MTT-S International Microwave Symposium Digest.

Addressing high frequency effects in VLSI interconnects with full wave model and CFH

Michel S. Nakhla, Ramachandra Achar, Qi-Jun Zhang, 1995, ICCAD.

A fast method for frequency and time domain simulation of high-speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, R. Sanaie, 1994 .

Addressing high frequency effects in VLSI interconnects with full wave model and CFH

Ramachandra Achar, Qi-Jun Zhang, Michel Nakhla, 1995, Proceedings of IEEE International Conference on Computer Aided Design (ICCAD).

A new macromodeling approach for nonlinear microwave circuits based on recurrent neural networks

Fang Wang, Qi-Jun Zhang, Mustapha C. E. Yagoub, 2000, IMS 2000.

Asymptotic thermal analysis of electronic packages and printed-circuit boards

Qi-Jun Zhang, Da-Guang Liu, V. Phanilatha, 1995 .

Nonlinear circuit optimization with dynamically integrated physical and device models

John W. Bandler, Qi-Jun Zhang, Q. Cai, 1990, IEEE International Digest on Microwave Symposium.

Simulation of delay and crosstalk in high speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, Roni Khazaka, 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

Parallel Automatic Model Generation Technique for Microwave Modeling

Qi-Jun Zhang, Yi Cao, Lei Zhang, 2007, 2007 IEEE/MTT-S International Microwave Symposium.

Neural-Network Modeling for 3-D Substructures Based on Spatial EM-Field Coupling in Finite-Element Method

Yi Cao, Jianhua Xu, Qi-Jun Zhang, 2011, IEEE Transactions on Microwave Theory and Techniques.

Neuro-space mapping for modeling heterojunction bipolar transistor

Qi-Jun Zhang, Shuxia Yan, Haifeng Wu, 2015 .

Device and circuit-level modeling using neural networks with faster training based on network sparsity

Qi-Jun Zhang, Michel Nakhla, A. H. Zaabab, 1997 .

Ultra fast neural models for analysis of electro/optical interconnects

Qi-Jun Zhang, F. Wang, G. Wilson, 1997, 1997 Proceedings 47th Electronic Components and Technology Conference.

Neural Network Techniques for High-Speed Electronic Component Modeling

Qi-Jun Zhang, Lei Zhang, 2009, 2009 IEEE MTT-S International Microwave Workshop Series on Signal Integrity and High-Speed Interconnects.

A New Training Approach for Parametric Modeling of Microwave Passive Components Using Combined Neural Networks and Transfer Functions

Gaofeng Wang, Qi-Jun Zhang, Yazi Cao, 2009, IEEE Transactions on Microwave Theory and Techniques.

The recent developments in microwave design

Murat Simsek, Qi-Jun Zhang, Humayun Kabir, 2011, Int. J. Math. Model. Numer. Optimisation.

Recent Advances in Parametric Modeling Using Pole-Residue-Based Neuro-Transfer Functions

Weicong Na, Wei Zhang, Chao Zhang, 2018, 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Time domain analysis of nonuniform frequency dependent high-speed interconnects

Qi-Jun Zhang, Michel Nakhla, Sanjay L. Manney, 1992, 1992 IEEE/ACM International Conference on Computer-Aided Design.

Exact group delay sensitivities for minimization of delay and distortion in high-speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, R. Liu, 1992, 1992 IEEE Microwave Symposium Digest MTT-S.

High-Dimensional Neural-Network Technique and Applications to Microwave Filter Modeling

Qi-Jun Zhang, Ying Wang, Ming Yu, 2010, IEEE Transactions on Microwave Theory and Techniques.

Modeling the frequency-dependent parameters of high-speed interconnects: a neural network approach

Qi-Jun Zhang, Michel Nakhla, A. Veluswami, 1997, Proceedings 1997 IEEE Multi-Chip Module Conference.

Multilevel optimization of high speed VLSI interconnects using decomposition

Qi-Jun Zhang, Michel Nakhla, Y. Wei, 1993, Proceedings of IEEE Custom Integrated Circuits Conference - CICC '93.

Yield optimization of nonlinear circuits with statistically characterized devices

Qi-Jun Zhang, R. M. Biernacki, John W. Bandler, 1989, IEEE MTT-S International Microwave Symposium Digest.

A review of neural network based techniques for nonlinear microwave device modeling

Weicong Na, Lin Zhu, Wenyuan Liu, 2016, 2016 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Parallel Time Domain Analysis and Optimization of High-Speed VLSI Interconnects

Michel S. Nakhla, Qi-Jun Zhang, J. Richard Griffith, 1993, PPSC.

Gradient quadratic approximation scheme for yield-driven design

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1991, 1991 IEEE MTT-S International Microwave Symposium Digest.

Neural Networks for Microwave Circuits

Qi-Jun Zhang, Jianjun Xu, Makarand Deo, 2005 .

Neural network modeling for electromagnetic structures

Jianhua Xu, Qi-Jun Zhang, Lei Zhang, 2010, 2010 Asia-Pacific International Symposium on Electromagnetic Compatibility.

Parallel matrix neural network training on cluster systems for dynamic FET modeling from large datasets

Qi-Jun Zhang, Jianjun Xu, Shunlu Zhang, 2016, 2016 IEEE MTT-S International Microwave Symposium (IMS).

Advanced Extrapolation Technique for Neural-Based Microwave Modeling and Design

Weicong Na, Lin Zhu, Wenyuan Liu, 2018, IEEE Transactions on Microwave Theory and Techniques.

ELECTROMAGNETIC MODELING AND OPTIMIZATION USING NEURAL NETWORKS

Qi-Jun Zhang, 2008 .

Exact adjoint sensitivity analysis for neural based microwave modeling and design

M.C.E. Yagoub, Qi-Jun Zhang, Jianjun Xu, 2001, 2001 IEEE MTT-S International Microwave Sympsoium Digest (Cat. No.01CH37157).

A robust algorithm for automatic development of neural network models for microwave applications

M.C.E. Yagoub, Qi-Jun Zhang, V. Devabhaktuni, 2001, 2001 IEEE MTT-S International Microwave Sympsoium Digest (Cat. No.01CH37157).

A unified framework for harmonic balance simulation and sensitivity analysis

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1988, 1988., IEEE MTT-S International Microwave Symposium Digest.

An overview of Neuro-space mapping techniques for microwave device modeling

Weicong Na, Lin Zhu, Wenyuan Liu, 2016, 2016 IEEE MTT-S Latin America Microwave Conference (LAMC).

Evolutionary Neuro-Space Mapping Technique for Modeling of Nonlinear Microwave Devices

Qi-Jun Zhang, Lei Zhang, T Dhaene, 2011, IEEE Transactions on Microwave Theory and Techniques.

A Neural Network Modeling Approach to Power amplifiers Taking into Account Temperature Effects

Qi-Jun Zhang, Hai-Peng Fu, Jian-Guo Ma, 2018, 2018 IEEE/MTT-S International Microwave Symposium - IMS.

Finite element transient thermal analysis of electronic boards and packages using moment-matching techniques

Qi-Jun Zhang, Michel Nakhla, Da-Guang Liu, 1996, InterSociety Conference on Thermal Phenomena in Electronic Systems, I-THERM V.

Artificial neural networks for RF and microwave design - from theory to practice

Qi-Jun Zhang, Vijay Devabhaktuni, K. C. Gupta, 2003 .

An advanced analytical neuro–space mapping technique with sensitivity analysis for transistor modeling

Lin Zhu, Qi-Jun Zhang, Bo Peng, 2017 .

Simulation-Driven Design Optimization and Modeling for Microwave Engineering

Xin-She Yang, Slawomir Koziel, Qi-Jun Zhang, 2013 .

Statistical Neuro-Space Mapping Technique for Large-Signal Modeling of Nonlinear Devices

Qi-Jun Zhang, Lei Zhang, J. Wood, 2008, IEEE Transactions on Microwave Theory and Techniques.

ANN/DNN-Based Behavioral Modeling of RF/Microwave Components and Circuits

Lei Zhang, Qi-Jun Zhang, 2010 .

Moment matching techniques for transient analysis of high-speed VLSI interconnects with full wave model

Ramachandra Achar, Qi-Jun Zhang, Michel S Nakhla, 1995, 1995 25th European Microwave Conference.

Nonlinear transient thermal analysis using circuit simulation techniques

Qi-Jun Zhang, Michel Nakhla, Da-Guang Liu, 1995, 1995 Proceedings. 45th Electronic Components and Technology Conference.

Neural network EM-Field based modeling for 3d substructure in finite element method

Jianhua Xu, Qi-Jun Zhang, Humayun Kabir, 2009, 2009 IEEE MTT-S International Microwave Symposium Digest.

Re-discovering adjoint sensitivities: Toward field-based analysis

Natalia K. Nikolova, Qi-Jun Zhang, Mohamed H. Bakr, 2012, 2012 IEEE/MTT-S International Microwave Symposium Digest.

Multivalued Neural Network Inverse Modeling and Applications to Microwave Filters

Weicong Na, Chao Zhang, Qi-Jun Zhang, 2018, IEEE Transactions on Microwave Theory and Techniques.

Optimization of high‐speed VLSI interconnects: A review (invited article)

Fang Wang, Qi-Jun Zhang, Michel Nakhla, 1997 .

Parametric Modeling of EM Behavior of Microwave Components Using Combined Neural Networks and Pole-Residue-Based Transfer Functions

Chao Zhang, Feng Feng, Qi-Jun Zhang, 2016, IEEE Transactions on Microwave Theory and Techniques.

Enhanced cognition-driven formulation of space mapping for equal-ripple optimisation of microwave filters

Chao Zhang, Qi-Jun Zhang, John W. Bandler, 2017 .

Time-Domain Neural Network Approaches to EM Modeling of Microwave Components

Yi Cao, Qi-Jun Zhang, 2008 .

An adjoint sensitivity technique for dynamic neural‐network modeling and design of high‐speed interconnect

Yi Cao, Qi-Jun Zhang, Jianjun Xu, 2006 .

A neural network model for propagation delays in systems with high speed VLSI interconnect networks

Qi-Jun Zhang, Michel Nakhla, A. Veluswami, 1995, Proceedings of the IEEE 1995 Custom Integrated Circuits Conference.

Optimal pin-assignment for ground noise minimization in IC packages and connectors

Qi-Jun Zhang, Lihong Zhang, Lihong Zhang, 1996, 1996 Proceedings 46th Electronic Components and Technology Conference.

Parametric modeling of microwave passive components using combined neural networks and transfer functions in the time and frequency

Gaofeng Wang, Qi-Jun Zhang, Yazi Cao, 2013 .

A Unified Automated Parametric Modeling Algorithm Using Knowledge-Based Neural Network and ${l}_{1}$ Optimization

Weicong Na, Chao Zhang, Feng Feng, 2017, IEEE Transactions on Microwave Theory and Techniques.

Analysis of nonuniform, frequency-dependent high-speed interconnects using numerical inversion of Laplace transform

Michel S. Nakhla, Qi-Jun Zhang, Sanjay L. Manney, 1994, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

Parallel back-propagation neural network training technique using CUDA on multiple GPUs

Qi-Jun Zhang, Shunlu Zhang, Pavan Gunupudi, 2015, 2015 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Simple and Effective Extrapolation Technique for Neural-Based Microwave Modeling

Qi-Jun Zhang, Lei Zhang, Qi-jun Zhang, 2010, IEEE Microwave and Wireless Components Letters.

Neural space mapping optimization for EM design

Feng Feng, Qi-Jun Zhang, 2015, 2015 Asia-Pacific Microwave Conference (APMC).

Full-wave analysis of high-speed interconnects using complex frequency hopping

Michel S. Nakhla, Ramachandra Achar, Qi-Jun Zhang, 1998, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

Practical high speed gradient computation for harmonic balance simulators

Qi-Jun Zhang, R. M. Biernacki, John W. Bandler, 1989, IEEE MTT-S International Microwave Symposium Digest.

Transistor Model Building for a Microwave Power Heterojunction Bipolar Transistor

Qi-Jun Zhang, Qian-Fu Cheng, Jian-Guo Ma, 2015, IEEE Microwave Magazine.

Modeling and Simulation of High Speed VLSI Interconnects

Qi-Jun Zhang, Michel Nakhla, 1994 .

A resetting algorithm for transient analysis of coupled transmission line circuits

L. Lu, Qi-Jun Zhang, Michel Nakhla, 1994 .

Parallel EM optimization approach to microwave filter design using feature assisted neuro-transfer functions

Chao Zhang, Feng Feng, Venu-Madhav-Reddy Gongal-Reddy, 2016, 2016 IEEE MTT-S International Microwave Symposium (IMS).

Neural-based Transient Behavioral Modeling of IC Buffers for High-speed Interconnect Design

Yi Cao, Qi-Jun Zhang, Ihsan Erdin, 2007 .

The application of neural networks to high speed interconnect simulation

Qi-Jun Zhang, M.S. Nakhla, A. Veluswami, 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

Computer-Aided Design for Electrical and Computer engineering

John W. Chinneck, Qi-Jun Zhang, Michel Nakhla, 2005 .

Parametric Modeling of Microwave Passive Components Using Sensitivity-Analysis-Based Adjoint Neural-Network Technique

Qi-Jun Zhang, Yazi Cao, Sayed Alireza Sadrossadat, 2013, IEEE Transactions on Microwave Theory and Techniques.

Neural Network Inverse Modeling for Microwave Filter Design

Ying Wang, Qi-Jun Zhang, Ming Yu, 2013 .

Neural Network Inverse Modeling and Applications to Microwave Filter Design

Qi-Jun Zhang, Ying Wang, Ming Yu, 2008, IEEE Transactions on Microwave Theory and Techniques.

Sensitivity Analysis of Lossy Coupled Transmission Lines with Nonlinear Terminations

Qi-Jun Zhang, Michel Nakhla, Stephen Lum, 1992 .

A stepping algorithm for transient analysis of distributed networks

Qi-Jun Zhang, Michel Nakhla, L. Lu, 1992, [Proceedings] 1992 IEEE International Symposium on Circuits and Systems.

Parametric modeling using sensitivity-based adjoint neuro-transfer functions for microwave passive components

Feng Feng, Qi-Jun Zhang, 2015, 2015 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Simulation and optimization of interconnect delay and crosstalk in multi-chip modules

Qi-Jun Zhang, Michel Nakhla, 1992, Proceedings 1992 IEEE Multi-Chip Module Conference MCMC-92.

Signal integrity optimization of high-speed VLSI packages and interconnects

Qi-Jun Zhang, Michel Nakhla, R. M. Biernacki, 1998, 1998 Proceedings. 48th Electronic Components and Technology Conference (Cat. No.98CH36206).

State-Space Dynamic Neural Network Technique for High-Speed IC Buffer Modeling

Qi-Jun Zhang, Yi Cao, 2007, 2007 International Symposium on Signals, Systems and Electronics.

A New Training Approach for Robust Recurrent Neural-Network Modeling of Nonlinear Circuits

Qi-Jun Zhang, Yi Cao, Qi-jun Zhang, 2009, IEEE Transactions on Microwave Theory and Techniques.

Advanced parametric modeling using neuro-transfer function for EM based multiphysics analysis of microwave passive components

Wei Zhang, Feng Feng, Qi-Jun Zhang, 2016, 2016 IEEE MTT-S International Microwave Symposium (IMS).

Efficient Harmonic Balance Simulation of Nonlinear Microwave Circuits with Dynamic Neural Models

Qi-Jun Zhang, Jianjun Xu, Yi Cao, 2006, 2006 IEEE MTT-S International Microwave Symposium Digest.

Signal integrity analysis and optimization of VLSI interconnects using neural network models

Michel S. Nakhla, Qi-Jun Zhang, 1994, Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94.

Statistical simulation and optimization of high-speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, 1994 .

State-space dynamic neural network technique for high-speed IC applications: modeling and stability analysis

Qi-Jun Zhang, Runtao Ding, Yi Cao, 2006, IEEE Transactions on Microwave Theory and Techniques.

Coarse- and Fine-Mesh Space Mapping for EM Optimization Incorporating Mesh Deformation

Feng Feng, Qi-Jun Zhang, Jing Jin, 2019, IEEE Microwave and Wireless Components Letters.

A Combined State Space Formulation/Equivalent Circuit and Neural Network Technique for Modeling of Embedded Passives in Multilayer Printed Circuits

Qi-Jun Zhang, Mustapha C. E. Yagoub, X. Ding, 2003 .

Large Scale Optimization of Analog Circuits with Microwave Applications

Qi-Jun Zhang, 1987 .

Time domain sensitivity of high-speed VLSI interconnects

Michel S. Nakhla, Qi-Jun Zhang, Nelson Liu, 1994, Int. J. Circuit Theory Appl..

Neural Networks for Microwave Modeling: Model Development Issues and Nonlinear Modeling Techniques

Qi-Jun Zhang, Jianjun Xu, Mustapha C. E. Yagoub, 2001 .

Neural Network Training-Driven Adaptive Sampling Algorithm for Microwave Modeling

Qi-Jun Zhang, Vijaya K. Devabhaktuni, 2000, 2000 30th European Microwave Conference.

A high-order temporal neural network for word recognition

Michel S. Nakhla, Fang Wang, Qi-Jun Zhang, 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

A Wiener-Type Dynamic Neural Network Approach to the Modeling of Nonlinear Microwave Devices

Weicong Na, Lin Zhu, Wenyuan Liu, 2017, IEEE Transactions on Microwave Theory and Techniques.

Huber optimization of neural networks: a robust training method [microwave modeling]

Fang Wang, Qi-Jun Zhang, Changgeng Xi, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Neural Networks for RF and Microwave Design (Book + Neuromodeler Disk)

Qi-Jun Zhang, K. C. Gupta, K. Gupta, 2000 .

Incorporating functional knowledge into neural networks

Fang Wang, Qi-Jun Zhang, Qi-jun Zhang, 1997, Proceedings of International Conference on Neural Networks (ICNN'97).

Application of neural networks in space-mapping optimization of microwave filters

Ying Wang, Qi-Jun Zhang, Ming Yu, 2012 .

Behavioral modeling of power amplifier with long term memory effects using recurrent neural networks

Qi-Jun Zhang, Shuxia Yan, Chuan Zhang, 2013, 2013 IEEE International Wireless Symposium (IWS).

Cognition-Driven Formulation of Space Mapping for Reducing Gain Variation of Antennas

Chao Zhang, Qi-Jun Zhang, Jing Jin, 2018, 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Integrated physics-oriented statistical modeling, simulation, and optimization (MESFETs)

John W. Bandler, Qi-Jun Zhang, S. H. Chen, 1992 .

Neural Network Structures and Training Algorithms for RF and Microwave Applications

Qi-Jun Zhang, Fang Wang, Changgeng Xi, 1999 .

A Broadband and Parametric Model of Differential Via Holes Using Space-Mapping Neural Network

Qi-Jun Zhang, Yazi Cao, L. Simonovich, 2009, IEEE Microwave and Wireless Components Letters.

Yield analysis and optimization of VLSI interconnects in multichip modules

Qi-Jun Zhang, Michel Nakhla, 1993, Proceedings 1993 IEEE Multi-Chip Module Conference MCMC-93.

A moment method for statistical analysis of high speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, L. L. Li, 1994, Proceedings of IEEE Custom Integrated Circuits Conference - CICC '94.

Minimization Of Delay And Crosstalk In High-speed Vlsi Interconnects

Qi-Jun Zhang, Michel Nakhla, S. Lure, 1992, 1992 Proceedings of the IEEE Custom Integrated Circuits Conference.

Feedforward dynamic neural network technique for modeling and design of nonlinear telecommunication circuits and systems

Qi-Jun Zhang, Jianjun Xu, Runtao Ding, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Exact Simulation and Sensitivity Analysis of Multiplexing Networks

John W. Bandler, Qi-Jun Zhang, S. Daijavad, 1986 .

Particle with ability of local search swarm optimization: PALSO for training of feedforward neural networks

Qi-Jun Zhang, Hiroshi Ninomiya, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Ground noise minimization in integrated circuit packages through pin assignment optimization

Qi-Jun Zhang, J. M. Williamson, Michel Nakhla, 1996 .

Parallel time domain analysis and optimization of distributed VLSI interconnects

Michel S. Nakhla, Qi-Jun Zhang, J. Richard Griffith, 1993, 1993 IEEE International Symposium on Circuits and Systems.

Microwave noise modeling for PHEMT using artificial neural network technique

Qi-Jun Zhang, Xiuping Li, Jianjun Gao, 2009 .

Parametric modeling of millimeter-wave passive components using combined neural networks and transfer functions

Feng Feng, Venu-Madhav-Reddy Gongal-Reddy, Qi-Jun Zhang, 2015, Global Symposium on Millimeter-Waves (GSMM).

Smart Modeling of Microwave Devices

Qi-Jun Zhang, Humayun Kabir, John Wood, 2010, IEEE Microwave Magazine.

Rapid ULSI Interconnect Reliability Analysis Using Neural Networks

Cher Ming Tan, Qi-Jun Zhang, Jianguo Ma, 2014, IEEE Transactions on Device and Materials Reliability.

Neuromodeling of microwave circuits exploiting space mapping technology

John W. Bandler, Qi-Jun Zhang, M. A. Ismail, 1999, IMS 1999.

Fast method for frequency and time domain simulation of high-speed VLSI interconnects

Qi-Jun Zhang, Michel Nakhla, R. Sanaie, 1994, 1994 IEEE MTT-S International Microwave Symposium Digest (Cat. No.94CH3389-4).

Accurate modeling of pHEMT output current derivatives over a wide temperature range

Qi-Jun Zhang, Jianguo Ma, Qian Lin, 2017 .

Space Mapping Approach to Electromagnetic Centric Multiphysics Parametric Modeling of Microwave Components

Wei Zhang, Feng Feng, Qi-Jun Zhang, 2018, IEEE Transactions on Microwave Theory and Techniques.

Yield‐driven electromagnetic optimization via space mapping‐based neuromodels

John W. Bandler, Qi-Jun Zhang, José E. Rayas-Sánchez, 2002 .

Statistical Space Mapping Approach for Large-Signal Nonlinear Device Modeling

Qi-Jun Zhang, Lei Zhang, J. Wood, 2006, 2006 European Microwave Conference.

A novel model for pHEMTs with accurate high-order derivatives

Qi-Jun Zhang, Hai-Peng Fu, Jian-Guo Ma, 2016, 2016 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Robust training of microwave neural models

Fang Wang, Qi-Jun Zhang, Vijay Devabhaktuni, 2002 .

Parallel Decomposition Approach to Gradient-Based EM Optimization

Chao Zhang, Feng Feng, Venu-Madhav-Reddy Gongal-Reddy, 2016, IEEE Transactions on Microwave Theory and Techniques.

Neuro-space mapping technique for semiconductor device modeling

Qi-Jun Zhang, Lei Zhang, 2008 .

An efficient approach for moment-matching simulation of linear subnetworks with measured or tabulated data

Ramachandra Achar, Qi-Jun Zhang, Michel Nakhla, 1996, ICCAD 1996.

Nonlinear Electronic/Photonic Component Modeling Using Adjoint State-Space Dynamic Neural Network Technique

Qi-Jun Zhang, Sayed Alireza Sadrossadat, Pavan Gunupudi, 2015, IEEE Transactions on Components, Packaging and Manufacturing Technology.

A unified theory for frequency-domain simulation and sensitivity analysis of linear and nonlinear circuits

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1988 .

Extreme learning machine for the behavioral modeling of RF power amplifiers

Qi-Jun Zhang, Hai-Peng Fu, Qian-Fu Cheng, 2017, 2017 IEEE MTT-S International Microwave Symposium (IMS).

An Automatic Decomposition Approach to Optimization of Large Microwave Systems

John W. Bandler, Qi-Jun Zhang, J. Bandler, 1987 .

Bayesian-Based Automated Model Generation Method for Neural Network Modeling of Microwave Components

Qi-Jun Zhang, Feng Feng, Weicong Na, 2021, IEEE Microwave and Wireless Components Letters.

Design and optimization of optical passive elements using artificial neural networks

Chao Zhang, Qi-Jun Zhang, Tom J. Smy, 2019, Journal of the Optical Society of America B.

Analytically unified DC/small-signal/large-signal circuit design

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1991 .

Statistical modeling of GaAs MESFETs

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1991, 1991 IEEE MTT-S International Microwave Symposium Digest.

Polynomial Chaos-Based Approach to Yield-Driven EM Optimization

Chao Zhang, Qi-Jun Zhang, Wei Zhang, 2018, IEEE Transactions on Microwave Theory and Techniques.

Simultaneous time and frequency domain solutions of EM problems using finite element and CFH techniques

Ramachandra Achar, Qi-Jun Zhang, Michel Nakhla, 1996 .

A fast method for the simulation of lossy interconnects with frequency dependent parameters

Qi-Jun Zhang, Michel Nakhla, Roni Khazaka, 1996, Proceedings 1996 IEEE Multi-Chip Module Conference (Cat. No.96CH35893).

FAST gradient based yield optimization of nonlinear circuits

John W. Bandler, Qi-Jun Zhang, R. M. Biernacki, 1990 .

Advances of Neural Network Modeling Methods for RF / Microwave Applications

Qi-Jun Zhang, Yazi Cao, Yi Cao, 2010 .

Integrated model parameter extraction using large-scale optimization concepts

John W. Bandler, Qi-Jun Zhang, S. Ye, 1988 .

Large change sensitivity analysis in linear systems using generalized householder formulae

John W. Bandler, Qi-Jun Zhang, J. Bandler, 1986 .

Efficient large-signal FET parameter extraction using harmonics

John W. Bandler, Qi-Jun Zhang, S. H. Chen, 1989 .