Samir Touzani

发表

Response surface methods based on analysis of variance expansion for sensitivity analysis

Samir Touzani, 2011 .

Model selection and smoothing of mean and variance functions in nonparametric heteroscedastic regression

Samir Touzani, D. Busby, 2013 .

An objective statistical downscaling technique for emulating WRF 1 2

G. Pau, D. Walton, Samir Touzani, 2017 .

Multivariate wavelet kernel regression method

Samir Touzani, D. Busby, 2011 .

A workflow for decision making under uncertainty

Daniel Busby, Samir Touzani, Sébastien Da Veiga, 2012, Computational Geosciences.

Gradient boosting machine for modeling the energy consumption of commercial buildings

Jessica Granderson, Samuel Fernandes, Samir Touzani, 2018 .

Sensitivity Analysis and Optimization of Surfactant-Polymer Flooding under Uncertainties

Samir Touzani, F. Douarche, Sébastirn Da Veiga, 2014 .

Accuracy of automated measurement and verification (M&V) techniques for energy savings in commercial buildings

Michael D. Sohn, Jessica Granderson, Samir Touzani, 2016 .

Open Data and Deep Semantic Segmentation for Automated Extraction of Building Footprints

Jessica Granderson, Samir Touzani, J. Granderson, 2021, Remote. Sens..

Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency

Anand Krishnan Prakash, Richard E. Brown, J. Granderson, 2021, Applied Energy.

Field evaluation of performance of HVAC optimization system in commercial buildings

Jessica Granderson, Guanjing Lin, Samir Touzani, 2018, Energy and Buildings.

Smoothing spline analysis of variance approach for global sensitivity analysis of computer codes

Daniel Busby, Samir Touzani, Samir Touzani, 2013, Reliab. Eng. Syst. Saf..

Assessment of Automated Measurement and Verification (M&V) Methods

Jessica Granderson, Samuel Fernandes, Samir Touzani, 2015 .

Estimating sales and sales market share from sales rank data for consumer appliances

Robert Van Buskirk, Samir Touzani, R. Buskirk, 2016 .

Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact

Jessica Granderson, Marco Pritoni, Samir Touzani, 2020, Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities.

Machine Learning for Automated Extraction of Building Geometry

Jessica Granderson, Marco Pritoni, Samir Touzani, 2020 .

Aerial 3D building reconstruction from RGB drone imagery

Avideh Zakhor, Jessica Granderson, Samir Touzani, 2020, Defense + Commercial Sensing.

Statistical change detection of building energy consumption: Applications to savings estimation

Jessica Granderson, Samir Touzani, Eliot Crowe, 2019, Energy and Buildings.

Gradient boosting machine for modeling the energy consumption of commercial buildings

J. Granderson, Samir Touzani, Samuel Fernandes, 2018 .