Gongshu Technology AI Optimization Patent: **Digitalization** Empowers Natural Gas Liquefaction System Optimization

Co., Ltd. recently announced that its patent for "An Artificial Intelligence Optimization Method for Natural Gas Liquefaction Systems" has been authorized by the National Intellectual Property ...
IEEE

Augmented Differential Dynamic Programming for Humanoid Robot Flipping Motion Optimization

Abstract: Differential Dynamic Programming (DDP) is an efficient tool for non-linear optimal problems. And DDP shows a characteristic of fast convergence. However, the traditional DDP cannot solve the ...

Mechanical Manufacturing: AI Process Optimization Unlocks a New Paradigm of Efficient Production

In the mechanical manufacturing process, production scheduling and equipment dispatching are crucial. In the past, companies ...
IEEE

Synergistic Operation Framework for the Energy Hub Merging Stochastic Distributionally Robust Chance-Constrained Optimization and Stackelberg Game

Abstract: As the increasing complexity and uncertainty of integrated energy systems, the cooperative interaction under uncertainty between the energy hub (EH) and multi-energy users has become crucial ...
GitHub

BayBE — A Bayesian Back End for Design of Experiments

Besides its core functionality to perform a typical recommend-measure loop, BayBE offers a range of built‑in features crucial for real-world use cases. The following provides a non-comprehensive ...
GitHub

End-to-end Generative Optimization for AI Agents

[This repository accomponanies the Trace paper. It is a fully functional implementation of the platform for generative optimization described in the paper, and contains code necessary to reproduce the ...