Method for deriving characteristic dna parameters parameter-free from recognition physics principles

A system for deriving a characteristic DNA parameter, the system comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the system to:
• receive a target parameter identifier corresponding to a characteristic parameter associated with DNA;
• classify the target parameter identifier into a parameter class;
• select a derivation pathway based on the parameter class, the derivation pathway comprising cascade indexing, geometric scaling, or efficiency modulation;
• determine at least one pathway-selection value according to a rule-based Recognition Physics selection architecture;
• calculate a derived numerical value for the characteristic DNA parameter using (i) at least one universal physical constant, (ii) at least one Recognition Physics constant, and (iii) the at least one pathway-selection value, without using any empirically fitted DNA-specific coefficient as an input to the calculation;
• generate a derivation trace identifying at least the selected derivation pathway and the at least one pathway-selection value;
• populate, constrain, validate, rank, or filter at least one DNA construct design record, simulation initialization record, sequence screening record, or construct-selection workflow using the derived numerical value;
• and
• output the derived numerical value and the derivation trace.

A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to:

• receive a target parameter identifier corresponding to a characteristic parameter associated with DNA;
• classify the target parameter identifier into a parameter class;
• select a derivation pathway based on the parameter class, the derivation pathway comprising cascade indexing, geometric scaling, or efficiency modulation;
• determine at least one pathway-selection value according to a rule-based Recognition Physics selection architecture;
• calculate a derived numerical value for the characteristic DNA parameter using (i) at least one universal physical constant, (ii) at least one Recognition Physics constant, and (iii) the at least one pathway-selection value, without using any empirically fitted DNA-specific coefficient as an input to the calculation;
• generate a derivation trace identifying at least the selected derivation pathway and the at least one pathway-selection value;
• use the derived numerical value to populate, constrain, validate, rank, or filter at least one DNA construct design record, simulation initialization record, sequence screening record, or construct-selection workflow;
• and
• output the derived numerical value and the derivation trace.