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We develop a mathematical procedure to simulate and analyze circuits of molecular devices presenting negative differential resistance. Our software implements deterministic and random methods to predict and explain programmability of configurable molecular arrays to perform logical, mathematical, and sensing tasks. A random method is developed to find all operation states a negative differential resistance circuit can yield. This information is valuable and would be difficult to obtain from classical circuit simulation.