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Found 3 papers, 1 papers with code
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer
Additional analyses of G-MATT attention maps demonstrate the ability to retain chemistry knowledge without relying on excessively complex model architectures.
AI-driven Hypergraph Network of Organic Chemistry: Network Statistics and Applications in Reaction Classification
Rapid discovery of new reactions and molecules in recent years has been facilitated by the advancements in high throughput screening, accessibility to a much more complex chemical design space, and the development of accurate molecular modeling frameworks.
Robust and Efficient Swarm Communication Topologies for Hostile Environments
In several of such applications, the agents face a hostile environment that can result in loss of agents during the search.
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