References

Core OpenHydroQual References

• Massoudieh, A., & Shakouri, B. OpenHydroQual: Theory and Equations Manual. PDF
• Massoudieh, A., Nguyen, K., & Murthy, S. (2023). An extensible, plugin-based tool for modeling flow and reactive transport in water systems . Environmental Modelling & Software. https://doi.org/10.1016/j.envsoft.2023.105707

Example Applications and Use Cases

• Shakouri, B., Murthy, S., De Clippeleir, H., Lesnik, K., & Massoudieh, A. (2026). Surrogate modeling of ASM1 using feedforward and LSTM neural networks . Journal of Water Process Engineering, 81, 109246.
  Demonstrates machine-learning-based surrogate modeling built on OpenHydroQual process formulations.