Table 1 Description of experimental materials science datasets.

From: Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains

Dataset

Domain

Synthesis

Size

ndim

Optimization Objective

P3HT/CNT53

Composite blends

Drop casting

178

5

Electrical conductivity

AgNP54

Silver nanoparticles

Flow synthesis

164

5

Absorbance spectrum score

Perovskite23

Thin film perovskite

Spin coating

94

3

Stability score

Crossed barrel24

3D printed structure

3D printing

600

4

Mechanical toughness

AutoAM55

Materials manufacturing

3D printing

100

4

Shape score