Illuminating elite patches of chemical space

Author:

Verhellen Jonas1234ORCID,Van den Abeele Jeriek5234ORCID

Affiliation:

1. Centre for Integrative Neuroplasticity

2. University of Oslo

3. N-0316 Oslo

4. Norway

5. Department of Physics

Abstract

We report a novel algorithm that produces a large diversity of high-performing molecules, illuminates the distribution of optimal solutions, and improves search efficiency compared to both machine learning and genetic algorithm approaches.

Funder

Livsvitenskap, Universitetet i Oslo

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemistry

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