Saman Razavi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Topics

Sensitivity Analysis

Top Venues

Environ. Model. Softw.

Publications

Saman Razavi, Daniel P. Ames, Min Chen
EnviroFutures: Envisioning the next century of environmental sciences. Environ. Model. Softw. 171 (2024)
Wenyan Wu, Leila Eamen, Graeme C. Dandy, Saman Razavi, George Kuczera, Holger R. Maier
Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty. Environ. Model. Softw. 167 (2023)
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
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167 (2023)
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
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 167 (2023)
Leila Eamen, Roy Brouwer, Saman Razavi
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins. Environ. Model. Softw. 152 (2022)
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
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support. Environ. Model. Softw. 137 (2021)
Saman Razavi
Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling. Environ. Model. Softw. 144 (2021)
Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu
Sensitivity analysis: A discipline coming of age. Environ. Model. Softw. 146 (2021)
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
Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach. Environ. Model. Softw. 135 (2021)
Saman Razavi, Razi Sheikholeslami, Hoshin V. Gupta, Amin Haghnegahdar
VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis. Environ. Model. Softw. 112 (2019)
Holger R. Maier, Saman Razavi, Zoran Kapelan, L. Shawn Matott, Joseph R. Kasprzyk, Bryan A. Tolson
Introductory overview: Optimization using evolutionary algorithms and other metaheuristics. Environ. Model. Softw. 114 (2019)
Razi Sheikholeslami, Saman Razavi, Hoshin V. Gupta, William Becker, Amin Haghnegahdar
Global sensitivity analysis for high-dimensional problems: How to objectively group factors and measure robustness and convergence while reducing computational cost. Environ. Model. Softw. 111 (2019)
Saman Razavi, Hoshin V. Gupta
A multi-method Generalized Global Sensitivity Matrix approach to accounting for the dynamical nature of earth and environmental systems models. Environ. Model. Softw. 114 (2019)
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
Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose. Environ. Model. Softw. 119 (2019)
Amin Haghnegahdar, Saman Razavi
Insights into sensitivity analysis of Earth and environmental systems models: On the impact of parameter perturbation scale. Environ. Model. Softw. 95 (2017)
Razi Sheikholeslami, Saman Razavi
Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models. Environ. Model. Softw. 93 (2017)
Masoud Asadzadeh, Saman Razavi, Bryan A. Tolson, David Fay
Pre-emption strategies for efficient multi-objective optimization: Application to the development of Lake Superior regulation plan. Environ. Model. Softw. 54 (2014)
Saman Razavi, Bryan A. Tolson, Donald H. Burn
Numerical assessment of metamodelling strategies in computationally intensive optimization. Environ. Model. Softw. 34 (2012)
Saman Razavi, Bryan A. Tolson
A New Formulation for Feedforward Neural Networks. IEEE Trans. Neural Networks 22 (10) (2011)