Publications de Benny Raphael | EPFL Graph Search

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Good prediction of the behavior of wind around buildings improves designs for natural ventilation in warm climates. However wind modeling is complex, predictions are often inaccurate due to the large uncertainties in parameter values. The goal of this work ...

System identification using multiple-model strategies may involve thousands of models with several parameters. However, only a few models are close to the correct model. A key task involves finding which parameters are important for explaining candidate mo ...

Even though computational fluid-dynamics (CFD) has been used to simulate airflow in cities, accurate results are not always obtained because of difficulties related to defining the correct set of values of parameters, including boundary conditions. This pa ...

This paper focuses on urban environmental system identification. Wind-flow modeling is a challenging task because of simplifications of complex processes as well as geometry simplifications. Even a more detailed model may not be accurate because of uncerta ...

Benny Raphael

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Hierarchical sensor placement using joint entropy and the effect of modeling error

Feature Selection using Stochastic Search: An Application to System Identification

Evaluating modeling uncertainties in the simulation of airflow in cities

Rational design of measurement systems using information science

Model Identification of Bridges Using Measurement Data

Engineering Applications of a Direct Search Algorithm, PGSL

Augmenting simulations with measurements: Application to building-scale wind-flow modeling

A stochastic method for generalized data reduction in holographic moiré

Data mining for decision support in multiple-model system identification

Introduction of stochastic methods to phase-shifting interferometry

A study of two stochastic search methods for structural control

Data mining techniques for improving the reliability of system identification

Incremental development of CBR strategies for computing project cost probabilities

A Bounded Index for Cluster Validity

Data Mining for System Identification Support

A comprehensive validity index for clustering

Improving System Identification Using Clustering

A framework for optimal sensor placement in full-scale studies of wind around buildings

System Identification through Model Composition and Stochastic Search

Combining two data mining methods for system identification