Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The systems include a reactor vessel to degum, rinse, and dissolve the silk fibroin protein from silk inputs to obtain a purified silk fibroin-based solution. The reactor vessel may include a combination of inputs and outputs for introducing and removing different components used or generated during the disclosed processes. The systems may include any combination of heat exchangers, holding tanks, filtration modules, and post-treatment equipment as necessary to obtain the silk powder. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: Systems and methods for anomaly prediction are disclosed. An anomaly detection system identifies data generated for a customer. A first set of features for the customer are identified based on the data. The system performs an anomaly evaluation based on detecting a criterion. The anomaly evaluation may include identifying a customer segment based on the first set of features; identifying a distribution of values for the customer segment; determining, based on the distribution of values, whether a value associated with the first set of features satisfies a threshold; and in response to the determining that the value satisfies the threshold, invoking a machine learning model for predicting an anomaly for the customer based on at least a portion of the data. A notification may be transmitted about the anomaly to trigger an action for addressing the anomaly.

Abstract: Provided are methods and compositions for improving storage and/or transportation of food, flowers, plants, or the like by coating of the same with silk proteins or other substances including silk fibroin, chitin, acetylated monoglycerides, shellac, starch, high fructose corn syrup, mayauba wax, maydelilla wax, beeswax, vegetable oil, paraffin oil, ethylenediaminetetraacetic acid, cellulose, pectin, alginate, chitosan, gum Arabic, soy protein, zein, casein, and/or whey.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The methods include use of a reactor vessel to degum, rinse, and dissolve the silk fibroin protein from silk inputs to obtain a food grade silk powder. The reactor vessel may include a combination of inputs and outputs for introducing and removing different components used or generated during the process. The systems may include any combination of heat exchangers, holding tanks, filtration modules, and post-treatment equipment as necessary to obtain the silk powder. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to products and methods for improving the performance of cereal manufactured with silk solutions and powders containing silk fibroin obtained from silk inputs. The coatings, or otherwise incorporated silk fibroin, can be used to improve the shelf life of cereals, reduce the glycemic index of cereals, and to improve the performance of those cereals in areas valued by consumers.

Abstract: Provided are methods and compositions for improving storage and/or transportation of food, flowers, plants, or the like by coating of the same with silk proteins or other substances including silk fibroin, chitin, acetylated monoglycerides, shellac, starch, high fructose corn syrup, mayauba wax, maydelilla wax, beeswax, vegetable oil, paraffin oil, ethylenediaminetetraacetic acid, cellulose, pectin, alginate, chitosan, gum Arabic, soy protein, zein, casein, and/or whey.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: The disclosure relates to systems and methods for improving the manufacturing of silk solutions and powders containing silk fibroin obtained from silkworm cocoons. The solutions and powders can be used to improve the post-harvest preservation of perishables and to improve the performance of packaging, including biodegradable packaging.

Abstract: Compositions comprising biomedical polymers, and in particular unique blends of poly(lactic-co-glycolic acid) (PLGA) and poly(ethylene glycol) (PEG) are provided. Methods of forming polymer fibers using such compositions and solution blow spinning techniques are also provided, as well as methods of delivering the blow spun polymer fibers onto a surface (e.g., such as tissue for use as a surgical scaffold, sealant or tissue adhesive).

Abstract: Compositions comprising biomedical polymers, and in particular unique blends of poly(lactic-co-glycolic acid) (PLGA) and poly(ethylene glycol) (PEG) are provided. Methods of forming polymer fibers using such compositions and solution blow spinning techniques are also provided, as well as methods of delivering the blow spun polymer fibers onto a surface (e.g., such as tissue for use as a surgical scaffold, sealant or tissue adhesive).