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January 18, 2024

Machine Learning-Accelerated Molecular Design of Innovative Polymers

Polymeric materials play a pivotal role in diverse engineering applications, from aerospace to environmental and civil engineering. However, the traditional approach to designing these materials has been experimental and often inefficient, relying on trial and error. This Edisonian method, driven by experience and intuition, comes with inherent drawbacks, including high costs, slow progress, and limited exploration of chemical space.

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