SRI - Center for Uncertainty Quantification in Computational Science & Engineering

On the optimal polynomial approximation of stochastic PDEs by Galerkin and collocation methods
**Authors:**
J. Beck, Raul Tempone, Fabio Nobile, L. Tamellini

Refereed Journals
**Year:**
2012

- Uncertainty Quantification
- PDEs with random data
- elliptic equations
- multivariate polynomial approximation
- best M-terms polynomial approximation
- stochastic Galerkin methods
- Smolyak approximation
- Sparse grids
- Stochastic Collocation methods

Evolutionary coalitional games: design and challenges in wireless networks
**Authors:**
M. Khan, H. Tembine, A. Vasilakos

Refereed Journals
**Year:**
2012

- evolutionary coalitional games
- Distributed Strategic Learning
- Global Optima
- fair solution
- CODIPAS learning

Game Dynamics and Cost of Learning in Heterogeneous 4G Networks
**Authors:**
M. Khan, H. Tembine, A. Vasilakos

Refereed Journals
**Year:**
2012

- Game Dynamics
- Cost of Learning
- Heterogeneous Networks

Lagrangian dynamics and a weak KAM theorem on the d-infinite dimensional torus
**Authors:**
D. Gomes, L. Nurbekyan

Refereed Journals
**Year:**
2012

- infinite dimensional weak KAM
- infinite dimensional Hamilton-Jacobi equations
- Aubry-Mather theory

Mather problem for stationary Lagrangians
**Authors:**
D. Gomes, E. Oliveira

Refereed Journals
**Year:**
2012

- Aubry-Mather theory
- Stationary Lagrangians
- Stationary Viscosity Solutions

Uncertainty Quantification in MD Simulations. Part I: Forward Propagation
**Authors:**
F. Rizzi, H.N. Najm, B.J. Debusschere, K. Sargsyan, M. Salloum, H. Adalsteinsson, O.M. Knio

Refereed Journals
**Year:**
2012

- Uncertainty Quantification in MD Simulations. Part I: Forward Propagation

Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters
**Authors:**
F. Rizzi, H.N. Najm, B.J. Debusschere, K. Sargsyan, M. Salloum, H. Adalsteinsson, O.M. Knio

Refereed Journals
**Year:**
2012

- Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters

Global Sensitivity Analysis in Ocean Global Circulation Models: A Sparse Spectral Projection Approach
**Authors:**
A. Alexanderian, J. Winokur, I. Sraj, A. Srinivasan, M. Iskandarani, W.C. Thacker, O.M. Knio

Refereed Journals
**Year:**
2012

- Global Sensitivity Analysis in Ocean Global Circulation Models: A Sparse Spectral Projection Approach

Simplified CSP Analysis of a Stiff Stochastic ODE System
**Authors:**
M. Salloum, A. Alexanderian, O.P. Le Mai Tre, H.N. Najm, O.M. Knio

Refereed Journals
**Year:**
2012

- Simplified CSP Analysis of a Stiff Stochastic ODE System

Propagating boundary uncertainties using polynomial expansions
**Authors:**
W.C. Thacker, A. Srinivasan, M. Iskandarani, O.M. Knio, M. Le Henaff

Refereed Journals
**Year:**
2012

- Propagating boundary uncertainties using polynomial expansions

Fast estimation of expected information gains for Bayesian experimental designs based on Laplace approximations
**Authors:**
Quan Long, M. Scavino, Raul Tempone, Wang, Suojin

Refereed Journals
**Year:**
2013

- Bayesian statistics
- Information gain
- Laplace approximation
- Monte Carlo sampling
- Sparse quadrature,
- Uncertainty Quantification

A stochastic collocation method for the second order wave equation with a discontinuous random speed
**Authors:**
Mohammad Motamed, Fabio Nobile, Raul Tempone

Refereed Journals
**Year:**
2013

- Stochastic PDEs
- Uncertainty Quantification
- Sparse grids
- Wave Equation
- Numerical Analysis

Incorporation of exact boundary conditions into a discontinuous Galerkin finite element method for accurately solving 2D time-dependent Maxwell equations
**Authors:**
K. Sirenko,, M.Liu, H. Bagci

Refereed Journals
**Year:**
2013

- Exact absorbing boundary conditions
- Numerical Analysis
- time domain discontinuous Galerkin finite element method
- waveguides

A discrete adapted hierarchical basis solver for radial basis function interpolation
**Authors:**
Julio E. Castrillon-Candas, Jun Li, Victor Eijkhout

Refereed Journals
**Year:**
2013

- Radial basis function
- Interpolation
- Hierarchical basis
- integral equations
- Fast summation methods
- Stable completion
- Lifting
- Generalized least squares
- Best linear unbiased estimator

Approximation of quantities of interest in stochastic PDEs by the random discrete L2 projection on polynomial spaces
**Authors:**
G. Migliorati, F. Nobile, E. Von Schwerin, R. Tempone

Refereed Journals
**Year:**
2013

- PDE stochastic data
- discrete least squares
- polynomial approximation

Optimum and equilibrium in assignment problems with congestion: mobile terminals association to base stations
**Authors:**
Alonso Silva, Hamidou Tembine, Eitan Altman, Merouane Debbah

Refereed Journals
**Year:**
2013

- optimal transport theory
- static mean field game
- optimal placement,
- cell formation

An Adaptive Multi-Element Probabilistic Collocation Method For Statistical EMC/EMI Characterization
**Authors:**
A. C. Yucel, H. Bagci, E. Michielssen

Refereed Journals
**Year:**
2013

- Adaptive algorithm
- electromagnetic compatibility and interference (EMC/EMI)
- generalized polynomial chaos (gPC)
- multi-dimensional integral
- multi-element (ME)
- probabilistic collocation (PC)
- sparse grid (SG)
- tensor product (TP)
- tolerance analysis

The behavior of obliquely incident vector Bessel beams at planar interfaces
**Authors:**
M. A. Salem, H. Bagci

Refereed Journals
**Year:**
2013

- Bessel beams
- localized electromagnetic wave propagation
- planar interface

On the Internal Resonant Modes in Marching-on-in-Time Solution of the Time Domain Electric Field Integral Equation
**Authors:**
Y. Shie, H. Bagci, M. Lu

Refereed Journals
**Year:**
2013

- Electric field integral equation
- time domain
- marching-on-in-time,
- null space
- internal resonant modes
- Numerical Analysis

Monte Carlo Euler approximations of HJM term structure financial models
**Authors:**
Björk, T., A. Szepessy, R. Tempone, Zouraris G.E

Refereed Journals
**Year:**
2013

- HJM model
- Option price
- Bond market
- Stochastic Differential Equations
- Monte Carlo methods
- A priori error estimates
- a posteriori error estimates

Evaluation of Gaussian approximations for data assimilation in reservoir models
**Authors:**
Marco A. Iglesias, Kody J. H. Law, A.M. Stuart

Refereed Journals
**Year:**
2013

- Data assimilation
- Reservoir characterization
- Uncertainty Quantification
- Inverse modelling

Accuracy and Stability of The Continuous Time 3DVAR Filter for The Navier-Stokes Equation
**Authors:**
D. Bloemker, Kody J. H. Law, A.M. Stuart, K. Zygalakis

Refereed Journals
**Year:**
2013

- Probability
- Analysis of PDEs
- Optimization and Control

Map Estimators for Bayesian Nonparametrics
**Authors:**
M. Dashti, Kody J. H. Law, A.M. Stuart, J. Voss

Refereed Journals
**Year:**
2013

- Probability
- Bayesian non-parametrics
- inverse problems

Ensemble Kalman Methods for Inverse Problems
**Authors:**
M. Iglesias, Kody J. H. Law, A.M. Stuart

Refereed Journals
**Year:**
2013

- Filters
- Numerical simulation
- solution of equations
- Velocity measurements
- inverse problems
- Data analysis: algorithms and implementation

Boundary feedback control of 2D shallow water equations
**Authors:**
Ben Mansour Dia, Jesper Oppelstrup

Refereed Journals
**Year:**
2013

- 2-D shallow water equations
- Water management
- Boundary control
- Symmetrization

Explicit solution of the time domain magnetic field integral equation using a predictor-corrector scheme.

Refereed Journals
**Year:**
2013

- Explicit solvers
- magnetic field integral equation (MFIE)
- marching on-in-time (MOT)
- predictor-corrector scheme
- Stability analysis
- time-domain analysis
- transient analysis

Statistical characterization of electromagnetic wave propagation in mine environments
**Authors:**
A. C. Yucel, H. Bagci, E. Michielssen

Refereed Journals
**Year:**
2013

- Fast Fourier transform and fast multipole
- method (FMM-FFT)
- frequency-domain analysis
- integral equations
- multi-element (ME)
- probabilistic collocation (PC)
- Uncertainty Quantification
- wave propagation in mine environments

Accurate characterization of 3D diffraction gratings using time domain discontinuous Galerkin method with exact absorbing boundary conditions.
**Authors:**
K. Sirenko,, Y. Sirenko, H. Bagci

Refereed Journals
**Year:**
2013

- Accurate characterization of 3D diffraction gratings using time domain discontinuous Galerkin method with exact absorbing boundary conditions

Characteristics of two-dimensional quantum turbulence in a compressible superfluid
**Authors:**
T. W. Neely,, A. S. Bradley, E. C. Samson, S. J. Rooney, E. M. Wright, Kody J. H. Law, R. Carretero-González, P. G. Kevrekidis, M. J. Davis,, B. P. Anderson

Refereed Journals
**Year:**
2013

- 2d quantum turbulence
- inverse energy cascade
- compressible superfluid
- BEC

Evolutionary games for multiple access control
**Authors:**
Q. Zhu, H. Tembine, T. Basar

Refereed Journals
**Year:**
2013

- Evolutionary Games
- Multiple Access Control in Wireless Networks

Data partition methodology for validation of predictive models
**Authors:**
Rebecca E. Morrison,, Corey M. Bryant, Gabriel Terejanu, Serge Prudhomme

Refereed Journals
**Year:**
2013

- Cross-validation
- Calibration
- Parameter Estimation
- inverse problems
- Quantity of interest

Preconditioned Bayesian Regression for Stochastic Chemical Kinetics
**Authors:**
A. Alexanderian, F. Rizzi, M.Rathinam, O.P. Le Maître, O.M. Knio

Refereed Journals
**Year:**
2013

- polynomial chaos
- Bayesian regression
- Preconditioner
- Stochastic simulation algorithm
- Chemical kinetics

Polynomial Chaos expansion for subsurface flows with uncertain soil parameters.
**Authors:**
P. Sochala, O.P. Le Maître

Refereed Journals
**Year:**
2013

- Uncertainty Quantification
- Global sensitivity analysis
- Polynomial Chaos expansions
- Richards’ equation
- Non-intrusive spectral decomposition

Effects of network dissolution changes on pore-to-core upscaled reaction rates for kaolinite and anorthite reactions under acidic conditions
**Authors:**
D.Kim, W.B. Lindquist

Refereed Journals
**Year:**
2013

- upscaling
- reaction rates
- network flow models
- dissolution

A re-examination of throats
**Authors:**
J.-W. Kim, D.Kim, W.B. Lindquist

Refereed Journals
**Year:**
2013

- porous media
- throats
- drainage
- pore networks

Extended mean field games
**Authors:**
D. Gomes, V. Voskanyan

Refereed Journals
**Year:**
2013

- Mean field games
- random variables
- velocity field dependence

A new method for large time behavior of degenerate viscous Hamilton–Jacobi equations with convex Hamiltonians
**Authors:**
F. Cagnetti, D. Gomes, H. Mitake, H. Tran

Refereed Journals
**Year:**
2013

- Large-time behavior
- Hamilton-Jacobi equations
- Degenerate parabolic equations
- Nonlinear adjoint methods
- Viscosity solutions

Aubry-Mather theory for discontinuous Lagrangians
**Authors:**
D. Gomes, G. Terrone

Refereed Journals
**Year:**
2013

- Discontinuous Lagrangians
- Action minimizing measures
- Hamilton-Jacobi equations
- Viscosity solutions

Continuous time finite state space mean-field games
**Authors:**
D. Gomes, J. Mohr, R. Sousa

Refereed Journals
**Year:**
2013

- Finite state mean-field games
- Mean field games
- mean field limit

Adjoint methods for obstacle problems and weakly coupled systems of PDE
**Authors:**
F. Cagnetti, D. Gomes, H. Tran

Refereed Journals
**Year:**
2013

- Adjoint methods
- cell problems
- obstacle problems
- Hamilton-Jacobi equations
- weakly coupled systems
- weak KAM theory

Parameter Identification in a Probabilistic Setting
**Authors:**
Bojana V. Rosić, Anna Kučerová, Jan Sýkora, Oliver Pajonk, Alexander Litvinenko, Hermann G. Matthies

Refereed Journals
**Year:**
2013

- parameter identification
- Non-Gaussian Bayesian update
- Linear Bayes
- Kalman filter
- polynomial chaos

Sampling and Low-Rank Tensor Approximation of the Response Surface
**Authors:**
Alexander Litvinenko, Hermann G. Matthies, El-Moselhy, Tarek A

Refereed Journals
**Year:**
2013

- Low-rank response surface
- update of surrogate
- PCE
- low-rank update
- uncertainties in aerodynamics
- Uncertainty Quantification

Dark Solitary Waves in a Class of Collisionally Inhomogeneous Bose-Einstein Condensates
**Authors:**
Chang Wang, Kody J. H. Law, Panayotis. G. Kevrekidis, Mason A. Porter

Refereed Journals
**Year:**
2013

- Bose-Einstein Condensates
- dark solitons

A Priori Testing of Sparse Adaptive Polynomial Chaos Expansions Using an Ocean General Circulation Model Database
**Authors:**
J. Winokur, P. Conrad, I. Sraj, O.M. Knio, A. Srinivasan, C. Thacker, Youssef M. Marzouk, M. Iskandarani

Refereed Journals
**Year:**
2013

- Uncertainty Quantification
- polynomial chaos
- Sparse Smolyak quadrature
- Adaptive sampling
- Ocean modeling

Uncertainty quantification in MD simulations of concentration driven ionic flow through a silica nanopore. Part II: uncertain potential parameters
**Authors:**
F. Rizzi, R. Jones, B.J. Debusschere, O.M. Knio

Refereed Journals
**Year:**
2013

- Uncertainty quantification in MD simulations of concentration driven ionic flow through a silica nanopore. Part II: uncertain potential parameters

Uncertainty Quantification in MD simulations of concentration driven ionic flow through a silica nanopore. Part I: sensitivity to physical parameters of the pore
**Authors:**
F. Rizzi, R. Jones, B.J. Debusschere, O.M. Knio

Refereed Journals
**Year:**
2013

- Uncertainty Quantification in MD simulations of concentration driven ionic flow through a silica nanopore. Part I: sensitivity to physical parameters of the pore

Bayesian Inference of Dependence of Drag Coe ficient on Wind Speed using AXBT data from Typhoon Fanapi
**Authors:**
I. Sraj, M. Iskandarani, A. Srinivasan, C. Thacker, J. Winokur, A. Alexanderian, C.-Y. Lee, S.S. Chen, O.M. Knio

Refereed Journals
**Year:**
2013

- Bayesian Inference of Dependence of Drag Coeficient on Wind Speed using AXBT data from Typhoon Fanapi

Kriging and Spatial Design Accelerated by Orders of Magnitude: Combining Low-Rank Covariance Approximations with FFT-Techniques
**Authors:**
Nowak, W, A. Litvinenko

Refereed Journals
**Year:**
2013

- low-rank tensor approximation
- Spectral methods
- Efficient geostatistical estimation
- geostatistical optimal design,

A quasi-optimal sparse grids procedure for groundwater flows
**Authors:**
J. Beck, F. Nobile, L. Tamellini, R. Tempone

Refereed Journals
**Year:**
2014

- Uncertainty Quantification

Convergence of quasi-optimal stochastic Galerkin methods for a class of PDEs with random coefficients
**Authors:**
J. Beck, F. Nobile, L. Tamellini, R. Tempone

Refereed Journals
**Year:**
2014

- Uncertainty Quanti

Analysis of the discrete L2 projection on polynomial spaces with random evaluations
**Authors:**
G. Migliorati, F. Nobile, E. Von Schwerin, R. Tempone

Refereed Journals
**Year:**
2014

- approximation theory
- error analysis
- multivariate polynomial approximation
- Nonparametric regression
- Noise-free data
- Generalized polynomial chaos
- Point collocation

A Stochastic Multiscale Method for the Elastodynamic Wave Equation Arising from Fiber Composites
**Authors:**
Ivo Babuska, Mohammad Motamed, Raul Tempone

Refereed Journals
**Year:**
2014

- Fiber composites
- multiscale simulation
- stochastic elastic wave equation
- Uncertainty Quantification

Analysis of the 3DVAR Filter for the Partially Observed Lorenz ’63 Model
**Authors:**
Kody J. H. Law, A. Shukla, A.M. Stuart

Refereed Journals
**Year:**
2014

- Mathematics - Dynamical Systems
- Mathematics - Optimization and Control
- Physics - Data Analysis
- Statistics and Probability

Proposals Which Speed-Up Function-Space MCMC
**Authors:**
Kody J. H. Law

Refereed Journals
**Year:**
2014

- Statistics - Methodology
- Mathematics - Dynamical Systems
- Physics - Data Analysis
- Statistics and Probability

Multiscale Modeling of Wear Degradation in Cylinder Liners
**Authors:**
A. Moraes, F. Ruggeri, R. Tempone, P. Vilanova

Refereed Journals
**Year:**
2014

- Pure jump processes
- Multiscale approximation
- Indirect inference
- Wear processes
- Master Equation

On the Capacity of Multiple Access and Broadcast Fading Channels with Full Channel State Information at Low SNR
**Authors:**
Z. Rezki, M. Alouini

Refereed Journals
**Year:**
2014

- Multi-access
- broadcast
- Ergodic capacity
- capacity region
- low SNR
- low power
- fading channel
- on- off signaling

Computational analysis of liquid crystalline elastomer membranes: changing Gaussian curvature without stretch energy
**Authors:**
F. Cirak, Q. Long, K.Bhattacharya, M.Warner

Refereed Journals
**Year:**
2014

- Liquid crystalline elastomer
- Nematic elastomer
- Soft material
- Non-developable surface
- Finite Elements

Risk-Sensitive Mean-Field Games
**Authors:**
H. Tembine, Q. Zhu, T. Basar

Refereed Journals
**Year:**
2014

- Risk-Sensitive
- Mean field games
- Risk-Seeking
- Risk-Averse

On the Low SNR Capacity of MIMO Fading Channels with Imperfect Channel State Information 2014
**Authors:**
Fatma Benkhelifa, Abdoulaye Tall, Zouheir Rezki, Mohamed-Slim Alouini

Refereed Journals
**Year:**
2014

- Ergodic capacity
- MIMO
- CSI-T
- CSI-R
- channel estimation
- Rayleigh fading channel
- Rician fading channel
- low SNR

A Newton-Galerkin method for fluid flow exhibiting uncertain periodic dynamics
**Authors:**
M. Schick, V. Heuveline, O.P. Le Maître

Refereed Journals
**Year:**
2014

- Uncertainty Quantification
- stochastic limit-cycle
- Stochastic Navier-Stokes equations
- stochastic period
- polynomial chaos
- long term integration

On the minimizers of Calculus of Variations problems in Hilbert Spaces
**Authors:**
D. Gomes, L. Nurbekyan

Refereed Journals
**Year:**
2014

- calculus of variations
- Hilbert Spaces
- Minimizers

On the existence of stationary solutions of extended mean-field games
**Authors:**
D. Gomes, S. Patrizi, V. Voskanyan

Refereed Journals
**Year:**
2014

- Extended mean field games
- Stationary mean-field games

Mean field games models—a brief survey
**Authors:**
D. Gomes, J. Saude

Refereed Journals
**Year:**
2014

- Mean field games
- mean-field methods
- differential games

On the stochastic Evans-Aronsson problem
**Authors:**
D. Gomes, H. Sanchez-Morgado

Refereed Journals
**Year:**
2014

- Stochastic Evans-Aronsson
- Mean field games
- Non-coercive variational problems

On the Outage Capacity of the M-Block Fading Channel at Low-Power Regime
**Authors:**
Zouheir Rezki, Mohamed-Slim Alouini

Refereed Journals
**Year:**
2014

- Outage capacity
- low power
- block-fading chan- nels
- CSI-TR

Efficient low-rank approximation of the stochastic Galerkin matrix in tensor formats
**Authors:**
Mike Espig, Wolfgang Hackbusch, Alexander Litvinenko, Hermann G. Matthies, Philipp Wähnert

Refereed Journals
**Year:**
2014

- Tensor approximation
- Stochastic PDEs
- Stochastic Galerkin matrix
- Low-rank tensor formats,
- Uncertainty Quantification

Exponential Stability of Shallow water Equations with Time Arbitrary Time Dependent Action
**Authors:**
Ben M. Dia

Refereed Journals
**Year:**
2014

- Shallow water equations
- Feedback control
- Lyapunov stability
- Riemann invariants

On the convergence of finite state mean-field games through Gamma-convergence
**Authors:**
R. Ferreira, D. Gomes

Refereed Journals
**Year:**
2014

- Finite state mean-field games
- Gamma-convergence
- calculus of variations

Nonasymptotic Mean-Field Games 2014
**Authors:**
H. Tembine

Refereed Journals
**Year:**
2014

- Nonasymptotic Mean-Field Games
- mean-field approximation in finite regime

Mean-Field Games for Marriage
**Authors:**
Dario Bauso, Ben Mansour Dia, Boualem Djehiche, Hamidou Tembine, Raul Tempone

Refereed Journals
**Year:**
2014

- Society Influence
- Marriage
- Mean-Field

Optimized Smart Grid Energy Procurement for LTE Networks Using Evolutionary Algorithms
**Authors:**
Hakim Ghazzai, Elias Yaacoub, Mohamed-Slim Alouini, Adnan Abu Dayya

Refereed Journals
**Year:**
2014

- Green Network
- Energy efficiency
- BS Sleeping Strategy
- smart grid
- Evolutionary Algorithms

Model reduction based on Proper Generalized Decomposition for the stochastic steady incompressible Navier-Stokes equations
**Authors:**
L. Tamellini, O. Le Maître, A. Nouy

Refereed Journals
**Year:**
2014

- Uncertainty Quantification
- Stochastic Navier-Stokes equations
- Galerkin Method
- Model Reduction
- Reduced Basis

Drag Parameter Estimation Using Gradients and Hessian from a Polynomial Chaos Model Surrogate
**Authors:**
I. Sraj, M. Iskandarani, C. Thacker, A. Srinivasan, O.M. Knio

Refereed Journals
**Year:**
2014

- Atmosphere-ocean interaction
- Hurricanes
- Ocean circulation
- Bayesian methods
- Inverse methods
- Optimization

Dynamic and energetic stabilization of persistent currents in Bose-Einstein condensates.
**Authors:**
Kody J. H. Law, T. W. Neely,, P. G. Kevrekidis, B. P. Anderson, A. S. Bradley, R. Carretero-González

Refereed Journals
**Year:**
2014

- Bose-Einstein condensate (BEC)
- vortices
- bifurcation and stability analysis

Determining white noise forcing from Eulerian observations in the Navier-Stokes equation
**Authors:**
Viet Ha Hoang, Kody J. H. Law, A.M. Stuart

Refereed Journals
**Year:**
2014

- Bayesian Inference
- Navier-Stokes equation
- White noise forcing

An Extension of Clarke’s Model With Stochastic Amplitude Flip Processes
**Authors:**
Hakon Hoel, Henrik Nyberg

Refereed Journals
**Year:**
2014

- Multipath channels
- Gaussian processes
- Ray tracing.

Achievable Rate of Spectrum Sharing Cognitive Radio Systems over Fading Channels at Low Power Regime
**Authors:**
Lokman Sboui, Zouheir Rezki, Mohamed-Slim Alouini

Refereed Journals
**Year:**
2014

- underlay cognitive radio
- Achievable Rate
- Low power regime
- Nakagami fading
- partial CSI feedback

On the Connection between the Hamilton-Jacobi-Bellman and the Fokker-Planck Control Frameworks
**Authors:**
R. Tempone, F. Nobile, Borzì, A, Annunziato, M

Refereed Journals
**Year:**
2014

- Hamilton-Jacobi-Bellman Equation
- Fokker-Planck equation
- Optimal Control Theory
- Stochastic Differential Equations
- Hybrid systems

On the Diversity-Multiplexing Tradeoff of Secret-Key Agreement over Multiple-Antenna Channels
**Authors:**
Marwen Zorgui, Zouheir Rezki, Basel Alomair, Mohamed-Slim Alouini

Refereed Journals
**Year:**
2014

- Secret-key agreement
- Outage Probability
- high- power
- diversity multiplexing tradeoff

Local regularity for mean-field games in the whole space
**Authors:**
D. Gomes, E. Pimentel

Refereed Journals
**Year:**
2014

- Mean field games
- Hamilton-Jacobi equations
- Fokker-Planck equation

Socio-economic applications of finite state mean field games
**Authors:**
D. Gomes, R. Velho, M. T. Wolfram

Refereed Journals
**Year:**
2014

- Finite state mean-field games
- socio-economic models
- numerical methods

Additional Results on the Hazard Rate Twisting-Based Simulation Approach
**Authors:**
Nadhir Ben Rached, Fatma Benkhelifa, Abla Kammoun, Mohamed-Slim Alouini, Raul Tempone

Refereed Journals
**Year:**
2014

- Crude Monte Carlo
- rare events
- Importance Sampling
- hazard rate twisting
- asymptotically optimal
- twisting parameter

On the Static Loop Modes in the Marching-on-in-Time Solution of the Time-Domain Electric Field Integral Equation
**Authors:**
Y. Shi, H. Bagci, M. Lu

Refereed Journals
**Year:**
2014

- Electric field integral equation
- marching-on-in- time
- Numerical Analysis
- static loop modes
- time domain

On the ergodic secrecy capacity of the wiretap channel under imperfect main channel estimation
**Authors:**
Z. Rezki, A. Khisti, M. Alouini

Refereed Journals
**Year:**
2014

- Secrecy capacity
- imperfect channel estimation
- on- off signaling

Energy Efficiency and SINR Maximization Beamformers for Spectrum Sharing With Sensing Information
**Authors:**
A. Alabbasi, Z. Rezki, B. Shihada

Refereed Journals
**Year:**
2014

- Cognitive radio
- MIMO
- beamforming
- Energy efficiency
- Resource allocation
- Spectrum sensing
- Spectrum sharing

Ergodic Secret Message Capacity of the Wiretap Channel with Finite-Rate Feedback
**Authors:**
Z. Rezki, A. Khisti, M. Alouini

Refereed Journals
**Year:**
2014

- ARQ feedback
- Secrecy capacity
- capacity of fading channels
- high-SNR
- low SNR
- proactive feedback

Goal-oriented error estimation based on equilibrated-flux reconstruction for finite element approximations of elliptic problems
**Authors:**
I. Mozolevski, S. Prudhomme

Refereed Journals
**Year:**
2014

- Finite Element method
- Goal-oriented estimates
- Quantity of interest
- Asymptotically-exact error estimates
- Dual problem

Variational Multi-Scale method with spectral approximation of the sub-scales: Application to 1-d convection-diffusion equation
**Authors:**
Tomas Chacon Rebollo, Ben Mansour Dia

Refereed Journals
**Year:**
2015

- Variational Multiscale
- Convection-Diffusion
- Stabilization
- Spectral Approximation

Achievable Rate of a Cognitive MIMO Multiple Access Channel with Multi-Secondary Users
**Authors:**
L. Sboui, H. Ghazzai, Z. Rezki, M. Alouini

Refereed Journals
**Year:**
2015

- Achievable Rate
- mul-tiple secondary users
- space alignment
- underlay cognitive radio

Energy Efficient Resource Allocation for Cognitive Radios: A Generalized Sensing Analysis
**Authors:**
A. Alabbasi, Z. Rezki, B. Shihada

Refereed Journals
**Year:**
2015

- Spectrum sharing
- Energy efficiency
- Resource allocation
- Spectrum sensing

A Stochastic Maximum Principle for Risk-Sensitive Mean-Field-Type Control
**Authors:**
B. Djehiche, H. Tembine, R. Tempone

Refereed Journals
**Year:**
2015

- Optimization and Control (math.OC)
- Systems and Control (cs.SY)
- Probability (math.PR)
- Risk Management (q-fin.RM)

Integrated sizing and scheduling of Wind/PV/Diesel/Battery isolated systems
**Authors:**
A. Malheiro, P. Castro, R. Lima, A. Estanqueiro

Refereed Journals
**Year:**
2015

- LCOE
- Isolated hybrid systems
- Sizing optimization
- Renewable energies

An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates
**Authors:**
Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raul Tempone

Refereed Journals
**Year:**
2015

- hazard rate twisting
- asymptotic optimality
- minmax approach
- subexponential
- twisting parameter
- variance reduction

Variance Decomposition in Stochastic Simulators
**Authors:**
Olivier Le Maitre, Omar Knio, Alvaro Moraes

Refereed Journals
**Year:**
2015

- Variance Decomposition in Stochastic Simulators

Spectral analysis in thin tubes with axial heterogeneities
**Authors:**
Rita Ferreira, M. Luísa Mascarenhas, Andrey Piatnitski

Refereed Journals
**Year:**
2015

- Spectral analysis
- dimension reduction
- homogenization
- quantum waveguides

Unified Importance Sampling Schemes for Efficient Simulation of Outage Capacity over Generalized Fading Channels
**Authors:**
Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raul Tempone

Refereed Journals
**Year:**
2015

- Outage capacity
- naive Monte Carlo
- hazard rate twisting
- Importance Sampling
- asymptotic optimality
- bounded relative error

Symmetry Breaking in MILP Formulations for Unit Commitment Problems
**Authors:**
R. Lima, A. Novais

Refereed Journals
**Year:**
2016

- OR in Energy
- Unit Commitment
- MILP
- Symmetry Breaking

A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions 2017
**Authors:**
F. Ruggeri, Z. Sawlan, M. Scavino, R. Tempone

Refereed Journals
**Year:**
2017

- A hierarchical Bayesian setting for an inverse problem in linear parabolic PDEs with noisy boundary conditions

On the Efficient Simulation of Outage Probability in a Log-normal Fading Environment
**Authors:**
Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raul Tempone

Refereed Journals
**Year:**
2017

- On the Efficient Simulation of Outage Probability in a Log-normal Fading Environment