hassaniqbal209/DPCFunctionEncoder: Code for Zero-Shot Function Encoder-Based Differentiable Predictive Control · GitHub

This is code base of the paper,

Iqbal, H., Li, X., Ingebrand, T., Thorpe, A., Kumar, K., Topcu, U., & Drgoňa, J. (2025). Zero-Shot Function Encoder-Based Differentiable Predictive Control. arXiv preprint arXiv:2511.05757.

Instructions to reproduce results

1. Install function-encoder library: https://github.com/ajthor/function-encoder.
2. Install Neuromancer library: https://github.com/pnnl/neuromancer.
3. Run evaluate python notebooks to reproduce results.