Constrained composite Bayesian optimization for rational synthesis of polymeric particles

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Constrained composite Bayesian optimization for rational synthesis of polymeric particles

6 November 2024

Maryam Parhizkar

Mohan Edirisinghe

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Papers citing "Constrained composite Bayesian optimization for rational synthesis of polymeric particles"

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Title
Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints Yunsheng Tian Ane Zuniga Xinwei Zhang Johannes P. Dürholt Payel Das Jie Chen Wojciech Matusik Mina Konakovic-Lukovic 84 2 0 12 Feb 2024
Robust Bayesian Target Value Optimization J. G. Hoffer Sascha Ranftl Bernhard C. Geiger 73 9 0 11 Jan 2023
Bayesian optimization with known experimental and design constraints for chemistry applications Riley J. Hickman Matteo Aldeghi Florian Hase A. Aspuru‐Guzik 82 28 0 29 Mar 2022
Thinking inside the box: A tutorial on grey-box Bayesian optimization Raul Astudillo P. Frazier 87 36 0 02 Jan 2022
Bayesian Optimization of Composite Functions Raul Astudillo P. Frazier LLMAG 64 78 0 04 Jun 2019
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration Jacob R. Gardner Geoff Pleiss D. Bindel Kilian Q. Weinberger A. Wilson GP 139 1,104 0 28 Sep 2018
Scalable Variational Gaussian Process Classification J. Hensman A. G. Matthews Zoubin Ghahramani BDL 83 646 0 07 Nov 2014