A New Formulation for Feedforward Neural Networks. - Saman Razavi; Bryan A. Tolson (IEEE Trans. Neural Networks, 2011)

Numerical assessment of metamodelling strategies in computationally intensive optimization. - Saman Razavi; Bryan A. Tolson; Donald H. Burn (Environ. Model. Softw., 2012)

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)

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)

Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models. - Razi Sheikholeslami; Saman Razavi (Environ. Model. Softw., 2017)

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)

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)

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)

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)

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)

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; et al. (Environ. Model. Softw., 2021)

Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling. - Saman Razavi (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; et al. (Environ. Model. Softw., 2021)

Sensitivity analysis: A discipline coming of age. - Andrea Saltelli; Anthony J. Jakeman; Saman Razavi; Qiongli Wu (Environ. Model. Softw., 2021)

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)

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 001; Greer B. Humphrey (Environ. Model. Softw., 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 001; Danlu Guo; Andrew Bennett; Anthony J. Jakeman; Saman Razavi; et al. (Environ. Model. Softw., 2023)

Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty. - Wenyan Wu 001; Leila Eamen; Graeme C. Dandy; Saman Razavi; George Kuczera; Holger R. Maier (Environ. Model. Softw., 2023)

EnviroFutures: Envisioning the next century of environmental sciences. - Saman Razavi; Daniel P. Ames; Min Chen 008 (Environ. Model. Softw., 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, 2024)