Comparison of the Datar-Mathews Method and the Fuzzy Pay-Off Method through Numerical Results. - Mariia Kozlova; Mikael Collan; Pasi Luukka (Adv. Decis. Sci., 2016)

Fuzzy MCDM-procedure for Design Evaluation: Capturing Redundant Information with an Interaction Matrix. - Pasi Luukka; Nikolai Efimov-Soini; Mikael Collan; Mariia Kozlova (J. Multiple Valued Log. Soft Comput., 2017)

Monte Carlo Enhancement via Simulation Decomposition: A "Must-Have" Inclusion for Many Disciplines. - Mariia Kozlova; Julian Scott Yeomans (INFORMS Trans. Educ., 2022)

An annotated timeline of sensitivity analysis. - Stefano Tarantola; Federico Ferretti; Samuele Lo Piano; Mariia Kozlova; Alessio Lachi; Rossana Rosati; Arnald Puy; Pamphile T. Roy; Giulia Vannucci; Marta Kuc-Czarnecka; Andrea Saltelli (Environ. Model. Softw., 2024)

Simulation Decomposition in Python. - Pamphile T. Roy; Mariia Kozlova (J. Open Source Softw., 2024)

Uncovering heterogeneous effects in computational models for sustainable decision-making. - Mariia Kozlova; Robert J. Moss; Julian Scott Yeomans; Jef Caers (Environ. Model. Softw., 2024)

Simulation decomposition analysis of the Iowa food-water-energy system. - Taeho Jeong; Mariia Kozlova; Leifur Þ. Leifsson; Julian Scott Yeomans (Environ. Model. Softw., 2025)