Saman Razavi

According to our database, Saman Razavi authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing flood-prone area mapping: fine-tuning the K-nearest neighbors (KNN) algorithm for spatial modelling.

Seyed Vahid Razavi Termeh, Abolghasem Sadeghi-Niaraki, Saman Razavi, Soo-Mi Choi

Int. J. Digit. Earth, December, 2024

EnviroFutures: Envisioning the next century of environmental sciences.

Saman Razavi, Daniel P. Ames, Min Chen

Environ. Model. Softw., January, 2024

2023

Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty.

Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier

Environ. Model. Softw., September, 2023

On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.

Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao

Environ. Model. Softw., September, 2023

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.

Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey

Environ. Model. Softw., September, 2023

2022

Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins.

Leila Eamen, Roy Brouwer, Saman Razavi

Environ. Model. Softw., 2022

2021

Sensitivity analysis: A discipline coming of age.

Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu

Environ. Model. Softw., 2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.

Saman Razavi, Anthony J. Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William E. Becker, Stefano Tarantola, Joseph H. A. Guillaume, John D. Jakeman, Hoshin V. Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Holger R. Maier

Environ. Model. Softw., 2021

Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling.

Saman Razavi

Environ. Model. Softw., 2021

Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach.

Takuya Iwanaga, Hsiao-Hsuan Wang, Serena H. Hamilton, Volker Grimm, Tomasz E. Koralewski, Alejandro Salado, Sondoss Elsawah, Saman Razavi, Jing Yang, Pierre Glynn, Jennifer M. Badham, Alexey A. Voinov, Min Chen, William E. Grant, Tarla Rai Peterson, Karin Frank, Gary Shenk, C. Michael Barton, John C. Little

Environ. Model. Softw., 2021

2019

Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost.

Razi Sheikholeslami, Saman Razavi, Hoshin V. Gupta, William Becker, Amin Haghnegahdar

Environ. Model. Softw., 2019

VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis.

Saman Razavi, Razi Sheikholeslami, Hoshin V. Gupta, Amin Haghnegahdar

Environ. Model. Softw., 2019

A multi-method Generalized Global Sensitivity Matrix approach to accounting for the dynamical nature of earth and environmental systems models.

Saman Razavi, Hoshin V. Gupta

Environ. Model. Softw., 2019

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics.

Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson

Environ. Model. Softw., 2019

Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose.

Joseph H. A. Guillaume, John D. Jakeman, Stefano Marsili-Libelli, Michael Asher, Philip Brunner, Barry F. W. Croke, Mary C. Hill, Anthony J. Jakeman, Karel J. Keesman, Saman Razavi, Johannes D. Stigter

Environ. Model. Softw., 2019

2017

Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models.

Razi Sheikholeslami, Saman Razavi

Environ. Model. Softw., 2017

Insights into sensitivity analysis of Earth and environmental systems models: On the impact of parameter perturbation scale.

Amin Haghnegahdar, Saman Razavi

Environ. Model. Softw., 2017

2014

Pre-emption strategies for efficient multi-objective optimization: Application to the development of Lake Superior regulation plan.

Masoud Asadzadeh, Saman Razavi, Bryan A. Tolson, David Fay

Environ. Model. Softw., 2014

2012

Numerical assessment of metamodelling strategies in computationally intensive optimization.

Saman Razavi, Bryan A. Tolson, Donald H. Burn

Environ. Model. Softw., 2012

2011

A New Formulation for Feedforward Neural Networks.

Saman Razavi, Bryan A. Tolson

IEEE Trans. Neural Networks, 2011