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This Week

Enzyme AI Papers Weekly - 2026-W17

2026-W17: 2026.4.20-

3 accepted enzyme AI or computational enzyme papers collected for 2026-W17.

Papers

biorxiv 2026

Additive baselines furnish no evidence for epistasis learning by MULTI-evolve

Visani, G. M., Verma, A., DeWitt, W. S.

benchmark-datasetprotein-language-modelcomputational-onlygeneral

PaperPDF

biorxiv 2026

Beyond Structure and Affinity: Context-Dependent Signals for de novo Binder Success

Bozkurt, C.

stability-expressionbenchmark-datasetbayesian-optimizationcomputational-onlygeneral

PaperPDF

example 2026

Example enzyme language model paper

First Author, Second Author

Demonstrates a compact workflow for ranking enzyme variants with a protein language model.

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enzyme-designfunction-predictionprotein-language-modelactive-learningbenchmark-onlygeneral

PaperCode