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Bayesian Optimization in Materials Science: A Survey

Bayesian Optimization in Materials Science: A Survey

29 July 2021

Patrick Johnson

ArXiv (abs)PDF HTML Github

Papers citing "Bayesian Optimization in Materials Science: A Survey"

5 / 5 papers shown

Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing
Low-Rank and Circulant Matrix Constraints

Efficient Computation Using Spatial-Photonic Ising Machines: Utilizing Low-Rank and Circulant Matrix Constraints

Richard Zhipeng Wang

James S. Cummins

...

Marcello Calvanese Strinati

156

5

0

03 Jun 2024

Optimal Initialization of Batch Bayesian Optimization

Optimal Initialization of Batch Bayesian Optimization

217

7

0

27 Apr 2024

Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic
Chiral Metamaterials

Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials

304

2

0

19 Apr 2024

A dynamic Bayesian optimized active recommender system for
curiosity-driven Human-in-the-loop automated experiments

A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments

Sergei V. Kalinin

Rama K Vasudevan

252

6

0

05 Apr 2023

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOBACM Transactions on Evolutionary Learning and Optimization (TELO), 2023

Maria Laura Santoni

252

45

0

02 Mar 2023

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