Abstract: Systems and methods for identifying and extracting specific product usage patterns of potential customers and utilizing a machine learning evaluation model to predict the potential customers that are most likely to convert their subscriptions.

Abstract: A method for the controlled reduction of nitroaromatic compounds such as nitrobenzene and 2,4,6-trinitrotoluene by enzymatic reaction with redox enzymes, such as Oxyrase (Trademark of Oxyrase, Inc., Mansfield, Ohio).

Abstract: The present invention is a process wherein bleaching oxidants are used to digest explosive nitro compounds. The process has an excellent reaction rate for digesting explosives and operates under multivariate conditions. Reaction solutions may be aqueous, non-aqueous or a combination thereof, and can also be any pH, but preferably have a pH between 2 and 9. The temperature may be ambient as well as any temperature above which freezing of the solution would occur and below which any degradation of the bleaching oxidant would occur or below which any explosive reaction would be initiated. The pressure may be any pressure, but is preferably ambient or atmospheric, or a pressure above a vapor pressure of the aqueous solution to avoid boiling of the solution. Because the bleaching oxidant molecules are small, much smaller than an enzyme molecule for example, they can penetrate the microstructure of plastic explosives faster.

Abstract: The present invention is a process wherein superoxide radicals from superoxide salt are used to break down the explosive compounds. The process has an excellent reaction rate for degrading explosives, and operates at ambient temperature and atmospheric pressure in aqueous or non-aqueous conditions. Because the superoxide molecules are small, much smaller than an enzyme molecule for example, they can penetrate the microstructure of plastic explosives faster. The superoxide salt generates reactive hydroxyl radicals, which can destroy other organic contaminants, if necessary, along with digesting the explosive nitro-bearing compound.

Abstract: A method for the controlled reduction of nitroaromatic compounds such as nitrobenzene and 2,4,6-trinitrotoluene by enzymatic reaction with oxygen sensitive nitroreductase enzymes, such as ferredoxin NADP oxidoreductase.

Abstract: Composition and methods; for carrying out a variety of oxidation reactions, reduction reactions, or both utilizing a free radical generating catalyst, a mediator, and a reductant are disclosed. The free radical generating catalyst is generally a peroxidase obtained from living organisms, such as white rot fungi. Suitable peroxidases include lignin peroxidase, horse radish peroxidase, and lactoperoxidase. Suitable mediators include veratryl alcohol, iodine, methoxybenzenes, Mn II, and ABTS. Suitable reductants include EDTA, oxalate, hydroquinones, quinones plus quinone reductase, and hydrogen peroxide.

Abstract: Composition and methods for carrying out a variety of oxidation reactions, reduction reactions, or both utilizing a free radical generating catalyst, a mediator, and a reductant are disclosed, The free radical generating catalyst is generally a peroxidase obtained from living organisms, such as white rot fungi. Suitable peroxidases include lignin peroxidase, horse radish peroxidase, and lactoperoxidase. Suitable mediators include veratryl alcohol, iodine, methoxybenzenes, Mn II, and ABTS. Suitable reductants include EDTA, oxalate, hydroquinones, quinones plus quinone reductase, and hydrogen peroxide. The free radical generating catalyst is generally activated in the presence of hydrogen peroxide and reacts with the mediator to form the free radical of the mediator, which is an oxidant. The free radical of the mediator in turn reacts with the reductant to form the free radical of the reductant, which is also a reductant.