Publications

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1)       Goldshtein, Y.*, Perelman, G.*, Schuster, A., and Ostfeld, A. (2026). Large language models for water distribution systems modeling and decision-making. Environmental Modelling & Software, 107148.
*Authors contributed equally.
https://doi.org/10.1016/j.envsoft.2026.107148

2)       Cantrell, R., Ghamkhar, H., Perelman, G., and Sela, L. (2026). Transforming unused data into actionable insights for enhanced water operations in remote Alaska. Journal of Water Process Engineering, 88, 110148. https://doi.org/10.1016/j.jwpe.2026.110148

3)       Perelman, G., Housh, M., Navon, A., and Ostfeld, A. (2026). Integrated optimal operation of power and water systems under uncertainty: an adjustable robust optimization approach. Water Research, 292, 125325. https://doi.org/10.1016/j.watres.2026.125325

4)       Alvisi, S., Franchini, M., Marsili, V., Mazzoni, F., Salomons, E., Housh, M., … Perelman, G., … and Zou, J. (2025). Battle of water demand forecasting. Journal of Water Resources Planning and Management, 151(10). https://doi.org/10.1061/JWRMD5.WRENG-6887

5)       Perelman, G., Shmaya, T., Navon, A., Vrachimis, S., Panteli, M., Eliades, D. G., and Ostfeld, A. (2025). Coordinated operational optimization of water and power systems under emergency conditions. Sustainable Energy, Grids and Networks, 42, 101643. https://doi.org/10.1016/j.segan.2025.101643

6)       Perelman, G., and Ostfeld, A. (2025). Data enabled predictive control for water distribution systems optimization. Water Resources Research, 61, e2024WR039059. https://doi.org/10.1029/2024WR039059

7)       Perelman, G., Xing, L., Housh, M., Kandiah, V., Fishbain, B., and Shafiee, E. (2025). Greedy budget allocation for optimizing the performance of water distribution systems under intermittent supply conditions. Journal of Water Resources Planning and Management, 151(7).

https://doi.org/10.1061/JWRMD5.WRENG-6463

8)       Aloni, O., Perelman, G., and Fishbain, B. (2025). Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics. Environmental Modelling & Software, 185, 106283. https://doi.org/10.1016/j.envsoft.2024.106283

9)       Perelman, G., and Ostfeld, A. (2023). Adjustable robust optimization for water distribution system operation under uncertainty. Water Resources Research, 59, e2023WR035508. https://doi.org/10.1029/2023WR035508

10)    Perelman, G., Ostfeld, A., and Fishbain, B. (2023). Robust optimal operation of water distribution systems. Water, 15(5), 963. https://doi.org/10.3390/w15050963

11)    Perelman, G., and Fishbain, B. (2022). Critical elements analysis of water supply systems to improve energy efficiency in failure scenarios. Water Resources Management, 36, 3797–3811. https://doi.org/10.1007/s11269-022-03232-y

12)    Perelman, G., and Ostfeld, A. (2021). Optimal wellfield operation under water quality constraints. Journal of Water Resources Planning and Management, 147(6). https://doi.org/10.1061/(asce)wr.1943-5452.0001391

13)    Levinas, D., Perelman, G., and Ostfeld, A. (2021). Water leak localization using high-resolution pressure sensors. Water, 13(5), 591. https://doi.org/10.3390/W13050591