Photobleaching WF3¶
This dataset reports the degradation of polymer blends for organic solar cells under the exposure to light. Individual data points encode the ratios of individual polymers in one blend, along with the measured photodegradation of this blend. 1
The dataset includes 1,040 samples with four parameters and one objective.
Feature |
Kind |
Settings |
Description |
---|---|---|---|
mat_1 |
continuous |
[0, 1] |
amount of WF3 |
mat_2 |
continuous |
[0, 1] |
amount of P3HT |
mat_3 |
continuous |
[0, 1] |
amount of PCBM |
mat_4 |
continuous |
[0, 1] |
amount of oIDTBR |
Objective |
Kind |
Goal |
---|---|---|
photo-degradation |
continuous |
minimize |
The dataset can be downloaded from: https://github.com/aspuru-guzik-group/quaterny_opvs
Reference
- 1
Langner*, F. Häse*, J.D. Perea, T. Stubhan, J. Hauch, L.M. Roch, T. Heumueller, A. Aspuru-Guzik, C.J. Brabec. Beyond Ternary OPV: High-Throughput Experimentation and Self-Driving Laboratories Optimize Multicomponent Systems. Advanced Materials, 2020, 1907801.