Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits

A Comprehensive and Modular Stochastic Modeling Framework for the Variability-Aware Assessment of Signal Integrity in High-Speed Links

(2018) Yinghao Ye et al.   IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY

A Cholesky-Based SGM-MLFMM for Stochastic Full-Wave Problems Described by Correlated Random Variables

(2017) Zdravko Zubac et al.   IEEE Antennas and Wireless Propagation Letters

Low-Rank Tensor Decomposition-Aided Channel Estimation for Millimeter Wave MIMO-OFDM Systems

(2017) Zhou Zhou et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Measurement Uncertainty Propagation in Transistor Model Parameters via Polynomial Chaos Expansion

(2017) Alessandra Petrocchi et al.   IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS

Tensor Computation: A New Framework for High-Dimensional Problems in EDA

(2017) Zheng Zhang et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Uncertainty Quantification of Crosstalk Using Stochastic Reduced Order Models

(2017) Zhouxiang Fei et al.   IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY

Polynomial Chaos-Based Macromodeling of General Linear Multiport Systems for Time-Domain Analysis

(2017) Domenico Spina et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data

(2017) Dan Chen et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Basis-Adaptive Sparse Polynomial Chaos Expansion for Probabilistic Power Flow

(2017) Fei Ni et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Tensor Decompositions With Several Block-Hankel Factors and Application in Blind System Identification

(2017) Frederik Van Eeghem et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Exact Tensor Completion Using t-SVD

(2017) Zemin Zhang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Tensor Decomposition for Signal Processing and Machine Learning

(2017) Nicholas D. Sidiropoulos et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Survey on semi-tensor product method with its applications in logical networks and other finite-valued systems

(2017) Jianquan Lu et al.   IET Control Theory and Applications

Tensor methods for MIMO decoupling and control design using frequency response functions

(2017) Julian Stoev et al.   MECHATRONICS

Big-Data Tensor Recovery for High-Dimensional Uncertainty Quantification of Process Variations

(2017) Zheng Zhang et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Multi-fidelity non-intrusive polynomial chaos based on regression

(2016) Pramudita Satria Palar et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Sparse Linear Regression (SPLINER) Approach for Efficient Multidimensional Uncertainty Quantification of High-Speed Circuits

(2016) Majid Ahadi et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Multidimensional Uncertainty Quantification of Microwave/RF Networks Using Linear Regression and Optimal Design of Experiments

(2016) Aditi Krishna Prasad et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Dimension-Adaptive Sparse Grid Interpolation for Uncertainty Quantification in Modern Power Systems: Probabilistic Power Flow

(2016) Junjie Tang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Nonadaptive Quasi-Optimal Points Selection for Least Squares Linear Regression

(2016) Yeonjong Shin et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Coherence motivated sampling and convergence analysis of least squares polynomial Chaos regression

(2015) Jerrad Hampton et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

(2015) Andrzej Cichocki et al.   IEEE SIGNAL PROCESSING MAGAZINE

Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition

(2015) Zheng Zhang et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Model Reduction and Simulation of Nonlinear Circuits via Tensor Decomposition

(2015) Haotian Liu et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Efficient Statistical Simulation of Microwave Devices Via Stochastic Testing-Based Circuit Equivalents of Nonlinear Components

(2015) Paolo Manfredi et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Computing derivative-based global sensitivity measures using polynomial chaos expansions

(2015) B. Sudret et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis

(2014) Nico Vervliet et al.   IEEE SIGNAL PROCESSING MAGAZINE

Calculation of Generalized Polynomial-Chaos Basis Functions and Gauss Quadrature Rules in Hierarchical Uncertainty Quantification

(2014) Zheng Zhang et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Stochastic Macromodeling of Nonlinear Systems Via Polynomial Chaos Expansion and Transfer Function Trajectories

(2014) Domenico Spina et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Polynomial chaos-based macromodeling of multiport systems using an input-output approach

(2014) Domenico Spina et al.   INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS

A weighted -minimization approach for sparse polynomial chaos expansions

(2014) Ji Peng et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Efficient Variability Analysis of Electromagnetic Systems Via Polynomial Chaos and Model Order Reduction

(2014) Domenico Spina et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Decoupled Polynomial Chaos and Its Applications to Statistical Analysis of High-Speed Interconnects

(2014) Tuan-Anh Pham et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

On the Passivity of Polynomial Chaos-Based Augmented Models for Stochastic Circuits

(2013) Paolo Manfredi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Efficient Uncertainty Quantification for the Periodic Steady State of Forced and Autonomous Circuits

(2013) Zheng Zhang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Stochastic Testing Method for Transistor-Level Uncertainty Quantification Based on Generalized Polynomial Chaos

(2013) Zheng Zhang et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Uncertainty Assessment of Lossy and Dispersive Lines in SPICE-Type Environments

(2013) Paolo Manfredi et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Generalized Hermite Polynomial Chaos for Variability Analysis of Macromodels Embeddedin Nonlinear Circuits

(2013) Mehrdad Rahimzadeh Rufuie et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

A Fast Non-Monte-Carlo Yield Analysis and Optimization by Stochastic Orthogonal Polynomials

(2012) Fang Gong et al.   ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS

An Efficient Sampling Method for Regression-Based Polynomial Chaos Expansion

(2012) Samih Zein et al.   Communications in Computational Physics

On Minimal Subspaces in Tensor Representations

(2012) Antonio Falcó et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Adaptive Method for Non-Intrusive Spectral Projection—Application on a Stochastic Eddy Current NDT Problem

(2012) K. Beddek et al.   IEEE TRANSACTIONS ON MAGNETICS

Variability Analysis of Multiport Systems Via Polynomial-Chaos Expansion

(2012) Domenico Spina et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Fast stray field computation on tensor grids

(2012) L. Exl et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Numerical methods for the stray-field calculation: A comparison of recently developed algorithms

(2012) Claas Abert et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Stochastic Galerkin techniques for random ordinary differential equations

(2012) F. Augustin et al.   NUMERISCHE MATHEMATIK

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

(2012) S. Oladyshkin et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Stochastic Modeling-Based Variability Analysis of On-Chip Interconnects

(2012) Dries Vande Ginste et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Reduced-Order Models of Finite Element Approximations of Electromagnetic Devices Exhibiting Statistical Variability

(2011) Prasad Sumant et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Stochastic Analysis of Multiconductor Cables and Interconnects

(2011) Igor S Stievano et al.   IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY

Tensor completion and low-n-rank tensor recovery via convex optimization

(2011) Silvia Gandy et al.   INVERSE PROBLEMS

Parameters Variability Effects on Multiconductor Interconnects via Hermite Polynomial Chaos

(2011) Igor Simone Stievano et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

POLYNOMIAL CHAOS FOR LINEAR DIFFERENTIAL ALGEBRAIC EQUATIONS WITH RANDOM PARAMETERS

(2011) Roland Pulch   International Journal for Uncertainty Quantification

Stochastic Polynomial-Chaos-Based Average Modeling of Power Electronic Systems

(2010) Qianli Su et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Weighted Smolyak algorithm for solution of stochastic differential equations on non-uniform probability measures

(2010) Nitin Agarwal et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Adaptive sparse polynomial chaos expansion based on least angle regression

(2010) Géraud Blatman et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Modelling and simulation of autonomous oscillators with random parameters

(2010) Roland Pulch   MATHEMATICS AND COMPUTERS IN SIMULATION

Space-filling Latin hypercube designs for computer experiments

(2010) Bart G. M. Husslage et al.   OPTIMIZATION AND ENGINEERING

Variability on the Propagation of a Plane Wave Using Stochastic Collocation Methods in a Bio Electromagnetic Application

(2009) J. Silly-Carette et al.   IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations

(2009) Xiang Ma et al.   JOURNAL OF COMPUTATIONAL PHYSICS

An adaptive algorithm to build up sparse polynomial chaos expansions for stochastic finite element analysis

(2009) Géraud Blatman et al.   PROBABILISTIC ENGINEERING MECHANICS

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Stochastic formulation of SPICE-type electronic circuit simulation with polynomial chaos

(2008) Kai Strunz et al.   ACM Transactions on Modeling and Computer Simulation

Variation

(2008) Duane S. Boning et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Reduced order models for random functions. Application to stochastic problems

(2007) M. Grigoriu   APPLIED MATHEMATICAL MODELLING

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY