Bayesian optimization as a flexible and efficient design framework for sustainable process systems

29 January 2024

Papers citing "Bayesian optimization as a flexible and efficient design framework for sustainable process systems"

7 / 7 papers shown

Title
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter Designs Akshay Kudva Wei-Ting Tang J. Paulson 31 0 0 19 Feb 2025
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization Mujin Cheon Jay H. Lee Dong-Yeun Koh Calvin Tsay 21 0 0 31 Oct 2024
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation Yilin Xie Shiqiang Zhang J. Paulson Calvin Tsay 20 5 0 22 Oct 2024
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization Jixiang Qing Becky D Langdon Robert M. Lee B. Shafei Mark van der Wilk Calvin Tsay Ruth Misener 32 1 0 04 Jun 2024
Human-Algorithm Collaborative Bayesian Optimization for Engineering Systems Tom Savage Ehecatl Antonio del Rio Chanona OffRL 25 5 0 16 Apr 2024
Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization Jose Pablo Folch Robert M. Lee B. Shafei David Walz Calvin Tsay Mark van der Wilk Ruth Misener 26 23 0 11 Nov 2022
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 64 108 0 31 Jan 2020