Saman Razavi

Orcid: 0000-0003-1870-5810

According to our database1, Saman Razavi authored at least 19 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
EnviroFutures: Envisioning the next century of environmental sciences.
Environ. Model. Softw., January, 2024

2023
Beyond engineering: A review of reservoir management through the lens of wickedness, competing objectives and uncertainty.
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.
Environ. Model. Softw., September, 2023

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.
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.
Environ. Model. Softw., 2022

2021
Sensitivity analysis: A discipline coming of age.
Environ. Model. Softw., 2021

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support.
Environ. Model. Softw., 2021

Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling.
Environ. Model. Softw., 2021

Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach.
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.
Environ. Model. Softw., 2019

VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis.
Environ. Model. Softw., 2019

A multi-method Generalized Global Sensitivity Matrix approach to accounting for the dynamical nature of earth and environmental systems models.
Environ. Model. Softw., 2019

Introductory overview: Optimization using evolutionary algorithms and other metaheuristics.
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.
Environ. Model. Softw., 2019

2017
Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models.
Environ. Model. Softw., 2017

Insights into sensitivity analysis of Earth and environmental systems models: On the impact of parameter perturbation scale.
Environ. Model. Softw., 2017

2014
Pre-emption strategies for efficient multi-objective optimization: Application to the development of Lake Superior regulation plan.
Environ. Model. Softw., 2014

2012
Numerical assessment of metamodelling strategies in computationally intensive optimization.
Environ. Model. Softw., 2012

2011
A New Formulation for Feedforward Neural Networks.
IEEE Trans. Neural Networks, 2011


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