Toolkit Items

Browse the toolkit beneath workflows. The mechanism branch runs mechanism -> architecture -> component, while the technique branch runs from high-level approaches down to concrete methods.

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Mechanism Branch

Layer 1

Mechanisms

Top-level concepts: biophysical action modes such as heterodimerization, photocleavage, or RNA binding.

Layer 2

Architectures

Arrangements that realize or deploy mechanisms, including switches, construct patterns, and delivery strategies.

Layer 3

Components

Low-level parts and sequence-defined elements used inside architectures, including protein domains and RNA elements.

Technique Branch

Layer 1

Approaches

High-level engineering practices such as computational design, directed evolution, sequence verification, and functional assay.

Layer 2

Methods

Concrete methods used to design, build, verify, or characterize engineered systems.

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integer linear optimization

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BROAD is a computational protein design method that combines Rosetta-based structure modeling, machine learning, and integer linear programming to improve design search beyond Rosetta sampling alone. It was demonstrated in antibody design to increase the predicted HIV neutralization breadth of VRC23 across a panel of 180 divergent viral strains.

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