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1. NeuralED NeuralED Public

   This project develops supervised neural surrogate models to learn the DC-OPF economic dispatch operator for 24-hour flexible data center scheduling. Trained on CVXPY-GUROBI solutions of the IEEE-14…

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2. tf-pinn-ode-template tf-pinn-ode-template Public

   Built a lightweight Scientific ML solver that learns solutions to nonlinear ODEs using Physics-Informed Neural Networks in TensorFlow. The model enforces dynamics via autodiff residuals at collocat…

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3. gas-load-modeling-as-function-of-temperature gas-load-modeling-as-function-of-temperature Public

   This project provides daily gas load model using as a function of weather (temperature), calendar (day-of-week, month, holidays), and time trend using regression modelling method. Various regressio…

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4. gaspower-plant-dispatch-valuation gaspower-plant-dispatch-valuation Public

   This is the operational analog of exercising a heat-rate call option. The plant produces when the spark spread. (headroom) is sufficiently positive to cover variable costs and start-up costs under…

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