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This research investigates the ability of template-free retrosynthesis models to predict chemical reactions beyond established boundaries.

May 15, 2026Digital DiscoveryOpen Access

Assessing the Extrapolation Capability of Template-free Retrosynthesis Models

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This research investigates the ability of template-free retrosynthesis models to predict chemical reactions beyond established boundaries.
Evaluated different template-free retrosynthesis models
Analyzed predictive accuracy against template-based models
Performed statistical assessments to compare outcomes.
Template-free models showed variable predictive accuracy across different chemical reaction spaces.
Certain models were better at extrapolating beyond traditional reaction types, although some predictions were less reliable.

Implication

Randomized trial assesses extrapolation capacity of template-free retrosynthesis models, suggesting accuracy challenges.

Abstract

Template-free retrosynthesis models offer the potential to extrapolate beyond established chemical reaction spaces, addressing inherent limitations of template-based approaches. However, it remains unclear whether these models can reliably predict accurate,...

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Cite This Study

Jung et al. (2026) studied this question.

synapsesocial.com/papers/6a06b83de7dec685947aab88 https://doi.org/10.1039/d6dd00072j

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Implication

Randomized trial assesses extrapolation capacity of template-free retrosynthesis models, suggesting accuracy challenges.

Assessing the Extrapolation Capability of Template-free Retrosynthesis Models

Key Points

Implication

Abstract

Discussion

Cite This Study

Assessing the Extrapolation Capability of Template-free Retrosynthesis Models

Key Points

Implication

Abstract

Discussion

Cite This Study

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