Virtual Toolkit

Computer-Aided Rational Protein Engineering Toolkit (CARPET)


CARPET Semi-rationally Employs Rational Design and Machine Learning!



CARPET Accelerates Protein Design with Accuracy and Efficiency!


Generative Protein Design

Scoring-Assisted Generative Exploration for Proteins (SAGE-Prot)



Hocheol Lim et al. Briefings in Bioinformatics 26.6 (2025): bbaf585.

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    • Property Prediction

    Machine Learning can efficiently utilize High-throughput assay data for Protein Design.


    Hocheol Lim et al. BMC Bioinformatics 23, 520 (2022).

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    • Machine Learning Predicts Many Properties for Protein Design!


    Hocheol Lim et al. CSBJ 20 (2022): 788-798.

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    • Phylogenetic Analysis

    Phylogenetic Analysis Integrates Sequence and Meta Information


    Thermal Stability Prediction

    Rational Design Utilizes Mechanical Simulations.


    "Many will start fast but few will finish strong"