Publications

2026

Artificial Intelligence, Optimization, and Modeling Techniques in Water Resource Management: Interconnections and Emerging Synergies

Hoda S. Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Gregorio Toscano, Timothy Harrigan, and Lewis Linker

Water Environment Research, 98(1): e70246, 2026

Journal article Publisher

2025

Next-generation techniques for parameter reduction for BMP multiobjective optimization in watershed planning

Hoda S. Razavi, Gregorio Toscano, A. Pouyan Nejadhashemi, Kalyanmoy Deb, and Lewis Linker

Environmental Modelling & Software, 193: 106651, 2025

Journal article Publisher

2024

Leveraging innovization and transfer learning to optimize best management practices in large-scale watershed management

Kalyanmoy Deb, A. Pouyan Nejadhashemi, Gregorio Toscano, Hoda Razavi, and Lewis Linker

Environmental Modelling & Software, 180: 106161, 2024

Journal article Publisher

Large-Scale Multiobjective Optimization for Watershed Planning and Assessment

Gregorio Toscano-Pulido, Hoda Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, and Lewis Linker

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(6): 3471–3483, 2024

Journal article Publisher

Advancing Watershed Management: A Multiobjective Optimization and Multicriteria Decision-Making Platform

Gregorio Toscano, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Hoda Razavi, and Lewis Linker

iEMSs 2024 Biennial Conference, 2024

Conference paper

Water Resources Management: A Comprehensive Analysis of Elements, Interconnections, and Emerging Synergies

A. Pouyan Nejadhashemi, Gregorio Toscano, Kalyanmoy Deb, Hoda Razavi, and Lewis Linker

iEMSs 2024 Biennial Conference, 2024

Conference paper

Innovative Ranking Methods for Parameter Size Reduction in Large Scale Multi-Objective Optimization Problem

Hoda Razavi, Gregorio Toscano, A. Pouyan Nejadhashemi, Kalyanmoy Deb, and Lewis Linker

iEMSs 2024 Biennial Conference, 2024

Conference paper

2023

Utilizing Innovization to Solve Large-Scale Multi-Objective Chesapeake Bay Watershed Problem

Gregorio Toscano, Hoda Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, and Lewis Linker

2023 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8, 2023

Conference paper Publisher

2022

Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed

Gregorio Toscano, Juan Hernández-Suárez, Julian Blank, Pouyan Nejadhashemi, and Kalyanmoy Deb

2022 IEEE Congress on Evolutionary Computation (CEC 2022), Padua, Italy, pp. 1–9, 2022

Conference paper Best Paper Award Publisher

2021

Development of an Efficient Optimization Framework for Improving Water Quality in the Chesapeake Bay Watershed

Juan Hernández-Suárez, Gregorio Toscano, Pouyan Nejadhashemi, and Kalyanmoy Deb

American Geophysical Union Fall Meeting 2021 (AGU-2021), New Orleans, Louisiana, 2021

Conference paper