The subject disclosure relates to the use of a flow reactor to facilitate one or more ring-opening polymerizations, and more specifically, to using one or more flow reactors to facilitate one or more ring-opening polymerizations and/or post-polymerization modifications.
The United States federal government publishes regulations (e.g., Good Manufacturing Practices (GMP)) to ensure the quality of pharmaceutical compounds, medical devices, and/or food. These regulations can regard the manufacturing, processing, packaging, and/or formulation of various products. Moreover, these regulations address issues of production, starting materials, sanitation, cleanliness of equipment, and/or monitoring through requisite tests. To meet these regulations, traditional industrialization techniques in the chemical industry have included batch processing, in which a series of operations are carried out over a period of time on a separate, identifiable item or parcel of material. Numerous chemical process industries retain batch processing as their primary method of manufacture. For example, products traditionally manufactured by batch processing can include pharmaceuticals, agrochemicals, dyestuffs, food additives, vitamins, and/or the like. For instance, numerous polymers, such as polyesters and/or polycarbonates, have been traditionally manufactured using batch processing.
However, batch processing can be time-consuming, require the design of manufacturing stages that can be difficult to reproduce, can necessitate adverse safety conditions (e.g., due to the transportation of chemicals and/or storage of volatile chemicals), can require a large labor force, and/or can be difficult to automate.
The following presents a summary to provide a basic understanding of one or more embodiments of the invention. This summary is not intended to identify key or critical elements, or delineate any scope of the particular embodiments or any scope of the claims. Its sole purpose is to present concepts in a simplified form as a prelude to the more detailed description that is presented later. In one or more embodiments described herein, systems, apparatuses, and/or methods that can regard one or more ring-opening polymerizations within one or more flow reactors are described.
According to an embodiment, a method is provided. The method can comprise functionalizing, via a post-polymerization reaction within a flow reactor, a chemical compound by covalently bonding a trimethylsilyl protected thiol to a pendent functional group of the chemical compound in a presence of a catalyst. The pendent functional group can comprise a perfluoroaryl group and a methylene group. An advantage of such a method can include the implementation of continuous processing to increase chemical reaction rates, as compared to traditional techniques.
In some examples, the ring-opening polymerization reaction is performed within the flow reactor and comprises polymerizing a cyclic carbonate monomer in the presence of an anionic organocatalyst. Further, the ring-opening polymerization reaction can further comprise switching an active catalyst from the anionic organocatalyst to a second anionic organocatalyst by a proton transfer with a neutral chemical compound. The proton transfer can neutralize the anionic organocatalyst and ionize the neutral chemical compound. An advantage of such a method can include the implementation of continuous processing to manufacture one or more copolymers (e.g., block copolymers).
According to another embodiment, a method is provided. The method can comprise functionalizing a polycarbonate polymer by reacting a trimethylsilyl protected thiol with the polycarbonate polymer in the presence of a catalyst and within a flow reactor. The polycarbonate polymer can comprise a perfluoroaryl group. An advantage of such a method can include the implementation of continuous processing to achieve manufacturing techniques that are highly reproducible, as compared to traditional industrialized polymerizations.
In some examples, the ring-opening polymerization reaction is performed within the flow reactor and comprises polymerizing a cyclic carbonate monomer in the presence of an anionic organocatalyst. Also, the ring-opening polymerization reaction can further comprise switching an active catalyst from the anionic organocatalyst to a second anionic organocatalyst by a proton transfer with a neutral chemical compound. The proton transfer can neutralize the anionic organocatalyst and ionize the neutral chemical compound. An advantage of such a method can be that an active catalyst can be switched during continuous processing of a copolymer to facilitate varying chemical reaction rates.
According to another embodiment, a method is provided. The method can comprise quenching a ring-opening polymerization reaction with a chemical acid. The ring-opening polymerization reaction can form a polycarbonate. Also, the quenching can comprise forming a salt byproduct. The method can also comprise functionalizing, via a post-polymerization reaction within a flow reactor, the polycarbonate. The polycarbonate can comprise a perfluoroaryl group, and the salt byproduct can catalyze the functionalizing. An advantage of such a method can include rapid poly-polymerization functionalization in performed in a readily reproducible manner.
In some examples, the ring-opening polymerization reaction can be performed within the flow reactor and can comprise polymerizing a cyclic carbonate monomer in the presence of an anionic organocatalyst. Further, the ring-opening polymerization reaction can also comprise switching an active catalyst from the anionic organocatalyst to a second anionic organocatalyst by a proton transfer with a neutral chemical compound. The proton transfer can neutralize the anionic organocatalyst and ionize the neutral chemical compound. An advantage of such a method can be that copolymers can be formed more quickly than can otherwise achieved by using conventional techniques.
According to another embodiment, a method is provided. The method can comprise modifying a polycarbonate polymer via a post-polymerization reaction within a flow reactor. The post-polymerization reaction can comprise reacting a perfluoroaryl group of the polycarbonate polymer with a trimethylsilyl protected thiol in the presence of a catalyst. An advantage of such a method can include functionalizing one or more polycarbonates while minimizing degradation of the polycarbonates' molecular backbones.
In some examples, the ring-opening polymerization can be performed within the flow reactor and comprises polymerizing a cyclic carbonate monomer in the presence of an anionic organocatalyst. Also, the ring-opening polymerization can further comprise switching an active catalyst from the anionic organocatalyst to a second anionic organocatalyst by a proton transfer with a neutral chemical compound. The proton transfer can neutralize the anionic organocatalyst and ionize the neutral chemical compound. An advantage of such a method can include minimizing the cost of functionalizing polycarbonates by utilizing continuous processing techniques.
The following detailed description is merely illustrative and is not intended to limit embodiments and/or application or uses of embodiments. Furthermore, there is no intention to be bound by any expressed or implied information presented in the preceding Background or Summary sections, or in the Detailed Description section.
One or more embodiments are now described with reference to the drawings, wherein like referenced numerals are used to refer to like elements throughout. In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a more thorough understanding of the one or more embodiments. It is evident, however, in various cases, that the one or more embodiments can be practiced without these specific details.
Given the above problems with conventional techniques for polymerizing chemical compounds with batch processing; the present disclosure can be implemented to produce a solution to one or more of these problems in the form of a continuous production technique that can utilize organocatalysts within a flow reactor to produce one or more polymers (e.g., polyesters and/or polycarbonates). Continuous flow production techniques can take advantage of miniaturization, improved kinetic control, and/or expanded temperature ranges to circumvent many of the disadvantages associated with batch processing (e.g., long production times associated with heating and/or cooling batch reactors). Thus, continuous flow production designs can allow for: effective heat transfer, effective mixing, waste minimization, real time analysis, cleaner chemical products, novel chemical reactions, ease of scalability, and/or short reaction times. Further, one or more systems described herein can advantageously control and/or manipulate polymerization conditions of a flow reactor to: solve problems of reproducibility traditionally exhibited by batch processing, optimize polymerization conditions, and/or facilitate discovery of novel chemical compounds.
One or more embodiments described herein can regard forming homopolymers (e.g., polycarbonates) via one or more ring-opening polymerizations (“ROP”) conducted within one or more flow reactors. For example, the one or more ROPs can comprise polymerizing one or more cyclic carbonate monomers in the presence of an anionic catalyst (e.g., derived from a reaction with a chemical base). Thus, one or more embodiments can regard a continuous flow production of polymers (e.g., polycarbonates) via one or more ROPs within one or more flow reactors; wherein, as compared to traditional batch production techniques, the continuous flow production can achieve faster reaction times, a narrower dispersity of polymers, and/or tunable control over molecular weight distributions. Further, one or more embodiments described herein can comprise post-synthesis functionalization of polycarbonate scaffolds with minimal degradation of backbone while giving a high degree of control over polymer functionalization.
Additionally, use of the anionic catalysts described herein can provide a wide range of organocatalyst compounds, which can thereby provide a wide range of available catalytic activity. One or more embodiments can regard utilizing the wide range of available catalytic activity to facilitate the formation of multiblock copolymers via continuous flow productions, such as multiple ROPs within one or more flow reactors. For example, a first block of a given block copolymer can be polymerized via ROP within a flow reactor, which can be facilitated by a first anionic catalyst. A second block of the given block copolymer can be polymerized via another ROP within the flow reactor, which can be facilitated by a second anionic catalyst. A switch of the active catalyst from the first anionic catalyst to the second anionic catalyst can be performed via a proton transfer reaction conducted within the flow reactor. By switching the active catalyst, the catalytic activity within the flow reactor can be adjusted based on the cyclic monomer subject to ROP, wherein different cyclic monomers can be subject to ROP at different stages of flow through the flow reactor. In other words, a stream of chemical reactants can flow through the flow reactor thereby undergoing one or more ROPs to form a multiblock copolymer, wherein one or more additional chemical reactants can be injected into the flowing stream to facilitate formation of a block of the copolymer and/or a switch of the active catalyst.
As used herein, the term “flow reactor” can refer to a device in which one or more chemical reactions can take place within one or more channels (e.g., microfluidic channels). For example, a flow reactor can facilitate continuous flow production, as opposed to batch production. One or more streams of chemical reactants can flow (e.g., continuously) through the one or more channels of the flow reactor, wherein one or more chemical reactions (e.g., polymerizations, protonations, and/or deprotonations) involving the chemical reactants can occur within the one or more channels as the one or more streams flow.
As used herein, the term “anionic catalyst” can refer to an organocatalyst comprising one or more anions that can be formed from a deprotonation of one or more nitrogen-hydrogen bonds. For example, an anionic catalyst can comprise a molecular backbone having one or more anionic groups bonded (e.g., covalently) to one or more functional groups.
As shown in
As shown in
As shown in
The one or more ROPs depicted via the polymerization scheme 200 of
Additionally, the one or more ROPs depicted via the polymerization scheme 200 can be performed at room temperature (e.g., at a temperature greater than or equal to 5 degrees Celsius (° C.) and less than or equal to 70° C.). Further, the one or more ROPs depicted via the polymerization schemes of
In one or more embodiments, the one or more anionic catalyst 204 can be derived using one or more chemical bases. However, one of ordinary skill in the art will recognize that the one or more anionic catalyst 204 can be derived through a variety of methodologies. Wherein a chemical base is used to derive the one or more anionic catalysts 204, the one or more chemical bases can comprise organic bases and/or strong metal containing bases. Example chemical bases can include, but are not limited to: 1,8-diazabicyclo[5.4.0]undec-7-ene (“DBU”), 7-methyl-1,5,7-triazabicyclo[4.4.0]dec-5-ene (“MTBD”), phosphazene bases, 1,3,2-diazaphosphorin-2-amin, 2-[(1,1-dimethylethyl)imino]-N,N-diethyl-1,2,2,2,3,4,5,6-octahydro-1,3-dimethyl (“BEMP”), 1,3-dihydro-1,3-bis(2,4,6-trimethylphenyl)imidazole-2-ylidene (“IMes”), potassium methoxide, potassium hydride, sodium methoxide, sodium hydride, a combination thereof, and/or the like.
As shown in
The one or more flow reactors 202 can comprise, for example, one or more inlets 210, one or more channels 212, one or more reactor loops 214, and/or one or more outlets 216. The one or more channels 212 can extend from the one or more inlets 210 to the one or more outlets 216. The one or more channels 212 (e.g., microfluidic channels) can comprise, for example: tubes (e.g., microfluidic tubes), pipes, joiners (e.g., T-mixers), a combination thereof, and/or the like. Additionally, the one or more channels 212 can be oriented into one or more reactor loops 214 at one or more stages between the one or more inlets 210 and/or the one or more outlets 216. The one or more reactor loops 214 can influence the length of the one or more flow reactors 202 and thereby the residence time of the one or more ROPs within the one or more flow reactors 202. One of ordinary skill in the art will recognize that the number of loops comprising the reactor loops 214 and/or the dimensions of the loops can vary depending on a desired flow rate, residence time, and/or turbulence. Further, while the reactor loops 214 are depicted in
In the polymerization scheme 200, the one or more cyclic carbonate monomers 100 can enter the one or more flow reactors 202 via one or more first inlets 210, while the one or more anionic catalysts 204 can enter the one or more flow reactors 202 via one or more second inlets 210. The one or more cyclic carbonate monomers 100 can meet and/or mix with the one or more anionic catalysts 204 within the one or more channels 212 of the one or more flow reactors 202; thereby forming a stream of chemical reactants. As the stream flows through the one or more flow reactors 202, one or more ROPs can be facilitated by the one or more anionic catalysts 204, whereby the one or more cyclic carbonate monomers 100 can be polymerized to form one or more polycarbonates 208 (e.g., a homopolymer solution of polycarbonates 208 and/or a copolymer solution of polycarbonates 208).
In one or more embodiments, one or more initiators and/or solvents can also be introduced (e.g., via one or more inlets 210) into the one or more flow reactors 202 to facilitate one or more ROPs to produce one or more polycarbonates 208. For example, the one or more initiators and/or solvents can be introduced into the one or more flow reactors 202 with the one or more cyclic carbonate monomers 100. In another example, the one or more initiators and/or solvents can be introduced into the one or more flow reactors 202 via one or more inlets 210 that are separate from the one or more inlets 210 utilized to introduce the one or more cyclic carbonate monomers 100 (e.g., similar to how the one or more anionic catalysts 20 are introduced to the one or more flow reactors 202 via a distinct inlet 210 in
The one or more initiators can be microinitiators. Further, the one or more initiators can be block polymers and comprise a water-soluble block. For example, the one or more initiators can comprise poly(ethylene glycol) (“PEG”) with various molecular weights. For example, the one or more initiators can comprise PEG with a molecular weight ranging from 4,800 grams per mole (g/mol) to 5,500 g/mol (“mPEG5K”). In another example, the one or more initiators can comprise PEG with a molecular weight ranging from 9,500 g/mol to 10,500 g/mol (“mPEG10K”). Moreover, the one or more initiators can comprise a functional group, such as a hydroxy group, to facilitate the ROP. The solvent can be an organic solvent such as 1-(3,5-bis(trifluoromethyl)-phenyl)-3-cyclohexyl-2-thiourea (“TU”).
Therefore, the stream of chemical reactants can undergo one or more ROPs to form a stream of polycarbonates 208 within the one or more channels 212 of the one or more flow reactors 202 (e.g., as illustrated using dashed lines in
The one or more quenching compounds 220 can be introduced into the one or more flow reactors 202 via one or more distinct inlets 210. The one or more quenching compounds 220 can quench the ROP within the one or more channels 212 that forms the one or more polycarbonates 208. The one or more quenching compounds 220 can be characterized by being acidic in nature (e.g., comprising a carboxylate group). Example quenching compounds 220 can include, but are not limited to: benzoic acid, acetic acid, trifluoroacetic acid, a combination thereof, and/or the like. The quenching of the ROPs, by the one or more quenching compounds 220, can create one or more salt byproducts. For example, the one or more salt byproducts can be basic salts, organic, and/or polar. For instance, a basic salt byproduct can form from quenching the one or more ROPs with benzoic acid.
In one or more embodiments, a solvent can be introduced (e.g., with the one or more quenching compounds 220 or separately) into the one or more flow reactors 202 via one or more inlets 210 to facilitate the quenching. Example solvents include, but are not limited to dimethylformamide (“DMF”), N-methyl-2-pyrrolidone (“NMP”), dimethylacetamide (“DMA”), dimethylsulfoxide (“DMSO”), acetonitrile (“MeCN”), a combination thereof, and/or the like.
The one or more quenching compounds 220 can mix with the one or more polycarbonates 208 within one or more channels 212 and/or one or more reactor loops 214 of the one or more flow reactors 202. Further, the one or more salt byproducts can act as catalysts to facilitate a post-polymerization modification to the one or more polycarbonates 208 by the one or more TMSS 222 to form one or more functionalized polycarbonates 224. The one or more quenched polycarbonates 208 and/or the one or more salt byproducts can continue to flow through the one or more flow reactors 202. The one or more TMSS 222 can further be introduced downstream of the quenching via one or more other distinct inlets 210 (e.g., as shown in
Also, as shown in
As shown in
As shown in
The polymerization schemes depicted in
The polymerization scheme 702 depicted in
The syntheses of well-defined block copolymers can be important for many material applications, including the generation of nanoparticles and functional bioactive polymers. Under traditional batch polymerization conditions, the synthesis of block copolymers with narrow molecular weight distributions can be challenging. The polymerization, isolation, and purification of the block copolymer intermediates can be tedious and time consuming for multi-step synthetic processes. Whereas synthesizing block copolymers in one container relies on the efficient addition and mixing of monomers for each sequential block. The utilization of flow reactors 202 (e.g., via continuous flow polymerization) offers an excellent alternative to traditional batch procedures for the preparation multi-block polymers as the monomers for each block can be seamlessly introduced in sequential stages of one or more flow reactors 202 with highly efficient mixing.
For example, with regards to the polymerization scheme 702, ROP of the one or more cyclic carbonate monomers 100 and the one or more anionic catalysts 204 can produce an intermediate polymer that can serve as the first block of a multiblock copolymer. The intermediate polymer can be further polymerized by the introduction of an additional cyclic carbonate monomer 100. For example, the additional cyclic carbonate monomer 100 can enter the one or more flow reactors 202 via a third inlet 210 and can mix with a stream of the intermediate polymer in the one or more channels 212 of the one or more flow reactors 202.
Additionally, in one or more embodiments, one or more neutral chemical compounds 704 can enter the one or more flow reactor 202 (e.g., via the third inlet 112) to facilitate a switch of the active anionic catalyst 204. For example, the one or more neutral chemical compounds 704 can mix in the one or more channels 212 with the anionic catalyst 204 used to synthesize the intermediate polymer; thereby initiating a proton transfer that can neutralize the one or more anionic catalysts 204 and ionize the one or more neutral chemical compounds 704 to form one or more new anionic catalyst 204. In effect, introducing the additional one or more neutral chemical compounds 704 to the stream comprising the intermediate polymer can transform the one or more anionic catalysts 204 to one or more neutral chemical compounds 704 and the additional one or more neutral chemical compounds 704 to one or more anionic catalysts 204; thereby switching the active catalyst from one exemplary anionic catalyst 204 to another.
Thus, an anionic catalyst 204 switch can facilitate two or more ROPs to create one or more polycarbonate copolymers. For example, polymerization scheme 702 can facilitate synthesis of copolymers such as, but not limited to, diblock copolymers and/or triblock copolymers. Moreover, the one or more polycarbonate copolymers can be functionalized via one or more post-polymerization modifications in accordance with the various embodiments described herein. For example, one or more quenching compounds 220 can be introduced into the one or more flow reactors 202 via one or more fourth inlets 210, and the one or more TMSS 222 can be introduced into the one or more flow reactors 202 downstream of the one or more quenching compounds 220 via one or more fifth inlets 210. The one or more quenching compounds 220 can mix with a stream of the one or more polycarbonate copolymers within the one or more channels 212 and/or reactor loops 214. The one or more quenching compounds 220 can quench the one or more ROPs forming the last block of the subject polycarbonate copolymers, and thereby create one or more salt byproducts. The one or more salt byproducts can thereby serve as catalysts for one or more post-polymerization modifications of the one or more polycarbonate copolymers with the one or more TMSS 222. For example, the one or more post-polymerization modifications can comprise functionalizing the one or more polycarbonate copolymers with one or more third functional groups (e.g., represented by “R3”) of the one or more TMSS 222. The one or more ROPs and/or the one or more post-polymerization modifications can each be performed in flow within the one or more flow reactors 202.
As shown in
At 902, the method 900 can comprise quenching one or more ROP reactions that can form one or more chemical compounds (e.g., polycarbonates 208). The quenching at 902 can comprise forming one or more salt byproducts. Further, the one or more salt byproducts can act as catalysts for further reactions.
At 904, the method 900 can comprise functionalizing, via a post-polymerization reaction within one or more flow reactors 202, the one or more chemical compounds (e.g., polycarbonate 208) by covalently bonding one or more TMSS 222 to one or more pendent functional groups of the chemical compound (e.g., polycarbonate 208) in the presence of the catalyst. The pendent functional group can comprise one or more perfluoroaryl groups and/or a methylene group.
Further, in one or more embodiments, the one or more chemical compounds can be formed via one or more ROPs within the one or more flow reactors 202. Further, the one or more ROPs can comprise switching an active anionic catalyst 204 from a first anionic catalyst 204 to a second anionic catalyst 204 via a proton transfer with a neutral chemical compound 704. The proton transfer can comprise neutralizing the first anionic catalyst 204 and ionizing the neutral chemical compound 704 to form the second anionic catalyst 204.
At 1002, the method 1000 can comprise quenching a ROP reaction that can form one or more polycarbonate polymers (e.g., polycarbonates 208). The quenching at 1002 can comprise forming one or more salt byproducts. Further, the one or more salt byproducts can be catalysts for further reactions.
At 1004, the method 1000 can comprise functionalizing the one or more polycarbonate polymers (e.g., polycarbonates 208) by reacting one or more TMSS 222 with the one or more polycarbonate polymers in the presence of the catalyst and within one or more flow reactors 202. The one or more polycarbonate polymers can comprise one or more perfluoroaryl groups.
Further, in one or more embodiments, the one or more polycarbonate polymers can be formed via one or more ROPs within the one or more flow reactors 202. Also, the one or more ROPs can comprise switching an active anionic catalyst 204 from a first anionic catalyst 204 to a second anionic catalyst 204 via a proton transfer with a neutral chemical compound 704. The proton transfer can comprise neutralizing the first anionic catalyst 204 and ionizing the neutral chemical compound 704 to form the second anionic catalyst 204.
At 1102, the method 1100 can comprise quenching one or more ROP reactions with one or more chemical acids (e.g., quenching compounds 220). The one or more ROP reactions can form one or more polycarbonates 208. Further, the quenching at 1102 can comprise forming one or more salt byproducts.
At 1104, the method 1100 can comprise functionalizing, via one or more post-polymerization reactions within one or more flow reactors 202, the one or more polycarbonates 208. The one or more polycarbonates 208 can comprise one or more perfluoroaryl groups. Also, the one or more salt byproducts can catalyze the functionalizing at 1104.
Moreover, in one or more embodiments, the one or more polycarbonates 208 can be formed via one or more ROPs within the one or more flow reactors 202. Also, the one or more ROPs can comprise switching an active anionic catalyst 204 from a first anionic catalyst 204 to a second anionic catalyst 204 via a proton transfer with a neutral chemical compound 704. The proton transfer can comprise neutralizing the first anionic catalyst 204 and ionizing the neutral chemical compound 704 to form the second anionic catalyst 204.
At 1202, the method 1200 can comprise quenching one or more ROPs to form one or more salt bioproducts. Further, at 1204, the method 1200 can comprise functionalizing, by a chemical reaction within one or more flow reactors 202, one or more polycarbonates 208 formed by the one or more ROPs by reacting one or more perfluoroaryl groups of the polycarbonate with one or more TMSS 222 in the presence of the salt byproduct. The one or more salt byproducts can catalyze the functionalizing at 1104.
Moreover, in one or more embodiments, the one or more polycarbonates 208 can be formed via the one or more ROPs within the one or more flow reactors 202. Also, the one or more ROPs can comprise switching an active anionic catalyst 204 from a first anionic catalyst 204 to a second anionic catalyst 204 via a proton transfer with a neutral chemical compound 704. The proton transfer can comprise neutralizing the first anionic catalyst 204 and ionizing the neutral chemical compound 704 to form the second anionic catalyst 204.
At 1302, the method 1300 can comprise switching an active catalyst of a ROP from an anionic organocatalyst (e.g., anionic catalyst 204) to a second anionic organocatalyst (e.g., another anionic catalyst 204) by a proton transfer with a neutral chemical compound 704. The proton transfer can neutralize the anionic organocatalyst and ionize the neutral chemical compound 704.
At 1304, the method 1300 can comprise quenching the ROP. The ROP can form one or more polycarbonate polymers (e.g., polycarbonates 208). Further, at 1306, the method 1300 can comprise modifying the one or more polycarbonate polymers via one or more post-polymerization reactions within one or more flow reactors 202. The one or more post-polymerization reactions can comprise reacting one or more perfluoroaryl groups of the one or more polycarbonate polymers with one or more TMSS 222 in the presence of one or more catalyst. In one or more embodiments, the one or more catalysts can be salt byproducts formed during the quenching at 1304.
In addition, the term “or” is intended to mean an inclusive “or” rather than an exclusive “or.” That is, unless specified otherwise, or clear from context, “X employs A or B” is intended to mean any of the natural inclusive permutations. That is, if X employs A; X employs B; or X employs both A and B, then “X employs A or B” is satisfied under any of the foregoing instances. Moreover, articles “a” and “an” as used in the subject specification and annexed drawings should generally be construed to mean “one or more” unless specified otherwise or clear from context to be directed to a singular form. As used herein, the terms “example” and/or “exemplary” are utilized to mean serving as an example, instance, or illustration. For the avoidance of doubt, the subject matter disclosed herein is not limited by such examples. In addition, any aspect or design described herein as an “example” and/or “exemplary” is not necessarily to be construed as preferred or advantageous over other aspects or designs, nor is it meant to preclude equivalent exemplary structures and techniques known to those of ordinary skill in the art.
What has been described above include mere examples of systems, computer program products and computer-implemented methods. It is, of course, not possible to describe every conceivable combination of components, products and/or computer-implemented methods for purposes of describing this disclosure, but one of ordinary skill in the art can recognize that many further combinations and permutations of this disclosure are possible. Furthermore, to the extent that the terms “includes,” “has,” “possesses,” and the like are used in the detailed description, claims, appendices and drawings such terms are intended to be inclusive in a manner similar to the term “comprising” as “comprising” is interpreted when employed as a transitional word in a claim. The descriptions of the various embodiments have been presented for purposes of illustration, but are not intended to be exhaustive or limited to the embodiments disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the described embodiments. The terminology used herein was chosen to best explain the principles of the embodiments, the practical application or technical improvement over technologies found in the marketplace, or to enable others of ordinary skill in the art to understand the embodiments disclosed herein.
This invention was made with Government support under contract 1607092 awarded by the National Science Foundation. The Government has certain rights in the invention.
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Number | Date | Country | |
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20200010613 A1 | Jan 2020 | US |