2025. Real-Time Reservoir Management in Petroleum Engineering Using Proxy Modeling and AI-Based Optimization Techniques. International Journal of Multidisciplinary Sciences and Technology. 1, 1 (Sep. 2025), 41–47. DOI:https://doi.org/10.64137/XXXXXXXX/IJMST-V1I1P105.