Arjun Gopichander Ravichander. Physics-Constrained Synthetic Data Generation For Industrial Machine Learning: Enforcing Conservation And Operating-Envelope Constraints, Validating Fidelity Against Sensor Records, And Measures. IJCISIM 2026, 18, 1707-1720.