Laurence Midgley

fab-torch. Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.

DistillationTrain-Gym. Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)

RL-Process-Design. Deep reinforcement learning for design of chemical engineering processes

se3-augmented-coupling-flows. SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.

Aspen-RL. Reinforcement learning for chemical engineering process design with Aspen Simulator.

fab-jax. Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.

FAB-2021. Jupyter Notebook

Soft-Actor-Critic. Implementing SAC

Autoencoders-deep-dive. HTML

ecnf-baseline-neurips-2023. Equivariant continuous normalizing flow trained via flow matching

Metaheuristic_optimisation. Jupyter Notebook

riemannian-score-sde. Score-based generative models for compact manifolds