Abstract:
The present invention describes a partial independent component analysis (PICA) technique for blindly separating partially independent and/or gaussian-like sources from mixed observations over an informative index subspace, which allows various applications in independent component imaging. The present invention estimates a demixing matrix using only the independent and/or nongaussian portion of the observations. Specifically, rather than using all the data points which give rise to a large separation error, a subset of the data points is identified such that the partial source profiles defined over such a subset are statistically independent and/or nongaussian. The present invention describes a complete implementation of such a technique, whose steps and parameters may be achieved and estimated using an information theoretic-based neural computational algorithm. The present invention also demonstrates the principle of the approach on both controlled cases and real-world problems, and describes many extended applications of such a technique.
Abstract:
The embodiments of the inventions disclosed in this application develop a "protection" electric, magnetic or electromagnetic field or fields which are either superimposed upon an ambient field which is detrimental to the health of living systems, or incorporated into the electrical circuit of the device which is generating the detrimental field. Either arrangement is successful in "confusing" living cells, and thereby reducing the harmful effects of the otherwise detrimental field.
Abstract:
A bacteriophage T4-based, multivalent/multicomponent, needle and adjuvant-free, mucosal vaccine by engineering spike trimers on capsid exterior and nucleocapsid protein in the interior is disclosed herein. Intranasal administration of this T4-COVID vaccine induces higher virus neutralization antibody titers against multiple variants, balanced Th1/Th2 antibody and cytokine responses, stronger CD4+ and CD8+ T cell immunity, and higher secretory IgA titers in sera and bronchoalveolar lavage with no effect on the gut microbiota, compared to vaccination of mice intramuscularly. The vaccine is stable at ambient temperature, induce apparent sterilizing immunity, and provide complete protection against original SARS-CoV-2 strain and its Delta variant with minimal lung histopathology. This mucosal vaccine is an excellent candidate for boosting immunity of immunized and/or as a second-generation vaccine for the unimmunized population. This needle-free platform could be used to develop effective vaccines against many other respiratory infectious pathogens including Flu and any future emerging epidemic and pandemic pathogens.
Abstract:
Systems and methods for improving load energy forecasting in the presence of distributed energy resources in which a revised load forecast is calculated based on forecasted meteorological conditions data, forecasted wind and solar energy, forecasted load data, time data and time-series variables determined based on an analysis of the historical data. In exemplary embodiments, the revised load forecast is provided to energy management computer systems to enable appropriate levels of generation of conventional and renewable energy generation within the electric power grid.
Abstract:
The present disclosure relates to a device for and a method of interfacial electrofabricatio of freestanding biopolymer membrane. The present disclosure also relates to the freestanding biopolymer membrane fabricated using the method provided in the present disclosure and applications of the presently disclosed freestanding biopolymer membrane.
Abstract:
Described is an “artificial virus” (AV) programmed with biomolecules that can enter human cells and carry out precise human genome modification. The AVs comprise: at least one viral vector, such as bacteriophage T4; at least one therapeutic molecule, such as DNA, RNA, protein and their complex; and a lipid coating. Also described is a method of human genome modification, using such an AV, and a method of program such an AV.
Abstract:
An embodiment includes a Class C fly ash (CFA) cementitious composition with a controllable setting time comprising at least one Class C fly ash; at least one alkali hydroxide; at least one source of phosphate; and water. Alternate embodiments include a Class C fly ash (CFA) cementitious composition with a solid activator comprising at least one Class C fly ash; at least one alkali carbonate; at least one source of phosphate; and water.
Abstract:
A geopolymer thermal energy storage (TES) concrete product comprising at least one binder; at least one alkali activator; at least one fine aggregate with high thermal conductivity and heat capacity; and at least one coarse aggregate with high thermal conductivity and heat capacity.
Abstract:
Embodiments of the invention provide systems, methods, and kits for CRISPR-based editing of DNA targets by a CRISPR-associated (Cas) enzyme. The systems include a bacterial host cell adapted to produce an engineered bacteriophage comprising a Cas protein and guide RNA that do not naturally occur together, i.e. they are engineered to occur together, as well as a DNA repair template comprising a donor DNA having a desired mutation. The guide RNA comprises a trans-activating crRNA and a guide sequence complementary to a target protospacer in a bacteriophage genome. A wild-type bacteriophage or a glucosylhydroxymethyl cytosine (ghmC)-unmodified mutant bacteriophage may be delivered into a disclosed bacterial host cell to create recombinants of bacteriophage having the desired mutation provided by the donor DNA.