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ORCIDSaman Razavi
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2020 – today
- 2024
[j19]Saman Razavi
, Daniel P. Ames, Min Chen:
EnviroFutures: Envisioning the next century of environmental sciences. Environ. Model. Softw. 171: 105880 (2024)- 2023
- [j18]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: 105776 (2023) - [j17]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: 105777 (2023) - [j16]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: 105779 (2023) - 2022
- [j15]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: 105385 (2022) - 2021
- [j14]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: 104885 (2021) - [j13]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: 104954 (2021) - [j12]Saman Razavi:
Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling. Environ. Model. Softw. 144: 105159 (2021) - [j11]Andrea Saltelli, Anthony J. Jakeman, Saman Razavi, Qiongli Wu:
Sensitivity analysis: A discipline coming of age. Environ. Model. Softw. 146: 105226 (2021)
2010 – 2019
- 2019
- [j10]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: 282-299 (2019) - [j9]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: 95-107 (2019) - [j8]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: 1-11 (2019) - [j7]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: 195-213 (2019) - [j6]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: 418-432 (2019) - 2017
- [j5]Razi Sheikholeslami, Saman Razavi:
Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models. Environ. Model. Softw. 93: 109-126 (2017) - [j4]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: 115-131 (2017) - 2014
- [j3]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: 128-141 (2014) - 2012
- [j2]Saman Razavi, Bryan A. Tolson, Donald H. Burn:
Numerical assessment of metamodelling strategies in computationally intensive optimization. Environ. Model. Softw. 34: 67-86 (2012) - 2011
- [j1]Saman Razavi, Bryan A. Tolson:
A New Formulation for Feedforward Neural Networks. IEEE Trans. Neural Networks 22(10): 1588-1598 (2011)
Coauthor Index
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