Exploring | Extracting | Evaluating | Encoding |
Data Mining | Compounds | Relationships | Nanostructures |
Libraries | Properties | Similarities | Macromolecules |
Localities | Terms & Codes | Algorithms | (Meta)materials |
Evaluating molecular,
compositional and architectural similarities
Molecular similarity is a
powerful concept widely applied in chemical property estimation
and drug discovery.
With
CurlySMILES we have an interface that,
in addition to small-molecule studies, allows automatic,
task-oriented similarity measurement for a broad range of
complex structures & materials.
Systems of interest in nanoscience and material discovery
are, for instance:
- Molecular Similarity: small molecules; homopolymers; macrocycles.
- Compositional Similarity: metal-ligand systems; solids by crystal form, impurity, or defect; composites and hybrid materials.
- Architectural Similarity: functionalized surface materials; thin films; nanoparticles (quantum dots) specified by shape, coating and bridging.
The rich annotation format of the CurlySMILES language allows us to capture, compare and model diverse sets of nanoarchitectures.
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