Saman Razavi

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
Enhancing flood-prone area mapping: fine-tuning the K-nearest neighbors (KNN) algorithm for spatial modelling.
Int. J. Digit. Earth
Seyed Vahid Razavi Termeh, Abolghasem Sadeghi-Niaraki, Saman Razavi, Soo-Mi Choi
2024 J jnl
EnviroFutures: Envisioning the next century of environmental sciences.
Environ. Model. Softw.
Saman Razavi, Daniel P. Ames, Min Chen
2023 J jnl
Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty.
Environ. Model. Softw.
Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier
2023 J jnl
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.
Environ. Model. Softw.
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
2023 J jnl
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.
Environ. Model. Softw.
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
2022 J jnl
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins.
Environ. Model. Softw.
Leila Eamen, Roy Brouwer, Saman Razavi
2021 J jnl
Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling.
Environ. Model. Softw.
Saman Razavi
2021 J jnl
Sensitivity analysis: A discipline coming of age.
Environ. Model. Softw.
Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu
2021 J jnl
Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach.
Environ. Model. Softw.
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
2021 J jnl
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw.
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
2019 J jnl
A multi-method Generalized Global Sensitivity Matrix approach to accounting for the dynamical nature of earth and environmental systems models.
Environ. Model. Softw.
Saman Razavi, Hoshin V. Gupta
2019 J jnl
Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost.
Environ. Model. Softw.
Razi Sheikholeslami, Saman Razavi, Hoshin V. Gupta, William Becker, Amin Haghnegahdar
2019 J jnl
Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose.
Environ. Model. Softw.
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
2019 J jnl
Introductory overview: Optimization using evolutionary algorithms and other metaheuristics.
Environ. Model. Softw.
Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson
2019 J jnl
VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis.
Environ. Model. Softw.
Saman Razavi, Razi Sheikholeslami, Hoshin V. Gupta, Amin Haghnegahdar
2017 J jnl
Insights into sensitivity analysis of Earth and environmental systems models: On the impact of parameter perturbation scale.
Environ. Model. Softw.
Amin Haghnegahdar, Saman Razavi
2017 J jnl
Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models.
Environ. Model. Softw.
Razi Sheikholeslami, Saman Razavi
2014 J jnl
Pre-emption strategies for efficient multi-objective optimization: Application to the development of Lake Superior regulation plan.
Environ. Model. Softw.
Masoud Asadzadeh, Saman Razavi, Bryan A. Tolson, David Fay
2012 J jnl
Numerical assessment of metamodelling strategies in computationally intensive optimization.
Environ. Model. Softw.
Saman Razavi, Bryan A. Tolson, Donald H. Burn
2011 J jnl
A New Formulation for Feedforward Neural Networks.
IEEE Trans. Neural Networks
Saman Razavi, Bryan A. Tolson