Abstract: A data collection and analysis method aligns data across processes and products. The method includes collecting data in real time; mapping the data to a matrix between function and data points; and multiplexing the data. An integrated manufacturing process of a plurality of intermediate and final products from mycelium includes collecting data from the system at intervals; analyzing the data; iteratively optimizing the manufacturing process from the processed data; and generating environmental certifications from the processed data. An adaptive, unified mycotecture platform in conjunction with a digital recording and analysis system monitors and iteratively optimizes growth, harvest, packaging, quality control, and payment. The platform includes a manufacturing facility(ies) having a growing section, a storage section, and a manufacturing section.

Abstract: Synells are created by encapsulating components and iteratively optimizing each synell for a desired trait. Each synell is tested during each interation. Failed synells are discarded. Additional synell components are added during each iteration, with iterative optimization being repeated until synells having the trait are created. A method for synell reproduction includes creating a synell having a desired trait, determining a recipe for the synell, digitizing the recipe, and transmitting the digitized recipe to another location. The recipe is reconstituted at the other location and the synell is reproduced using the recipe. On-demand biosynthesis of synells includes generating droplets containing different synell components within a microfluidic device, fusing them into combinations, and storing them until a request for a synell having a particular trait is received.

Abstract: The invention comprises a novel modular, generalizable meso-micro-nano-fluidic platform apparatus, design and methodology which in exemplary embodiments may be applied in conjunction with a novel external triggering and automation/feedback loop control mechanism deployed via computer to explore the phase space of single or double emulsification for applications including the encapsulation of hydrophilic active pharmacological ingredients (APIs). End use applications include the mass production of particulate encapsulation of hydrophobic or hydrophilic APIs with automatic or user-supervised feedback methodology to control and discover mass production or per-drug customized settings of interest for the manufacture of novel or extant therapeutics.

Abstract: A current sensor may take measurements of electrical currents that flow between two limbs of a mammal through at least a portion of the mammal's torso and/or an electrical stimulator may apply an electrical current dose thereto. Current measurements may be taken during a single diagnostic session while a ground electrode contacts the body at a preferably distal location on a limb and a probe electrode is sequentially placed at different locations on distal portions of other limbs. Each of the current delivery locations may be an acupuncture point. An electrical current state for the diagnostic session may be calculated. A lookup table may be used to determine one or more associated possible medical conditions and electrical current dosage may be used in an attempt to alter bodily electrical conductivity.

Abstract: A current sensor may take measurements of electrical currents that flow between two limbs of a mammal through at least a portion of the mammal’s torso. The current measurements may be taken during a single diagnostic session while a ground electrode contacts the body at a preferably distal location on a limb and a probe electrode is sequentially placed at different locations on distal portions of other limbs. Each of the current delivery locations may be an acupuncture point. An electrical current state for the diagnostic session may be calculated. This state may consist of current ranges for one or more electrical currents that are measured during the session. A lookup table may be employed to determine one or more medical conditions that are indicated by the current state. Alternatively, a trained machine learning model may predict, based on the measured currents, one or more medical conditions.

Abstract: A method for removing organic or inorganic micropollutants from aqueous solutions includes adding a biomass of biomaterial to the solutions, the biomaterial being an active or inactive biological organism, such as a yeast, having affinity for biosorption (adsorption by the biomass)of an organic or inorganic micropollutant present in the solution at, or below, a parts-per-billion concentration, and controlling the pH and temperature of the solution, as well as contact time and agitation, to be within a range suitable for biosorption of the at micropollutant by the biomaterial. The amount of biomass added to the solution may be calculated according to the amount of solution, the concentration of the micropollutant in the solution, and the total amount of the micropollutant that can be biosorbed by a particular quantity of the inactive or active biomaterial. In a preferred embodiment, the biomaterial is obtained from Saccharomyces cerevisiae.

Abstract: A method for directed exaptation includes dividing an original microorganism monoculture into subcultures that are subjected to different exaptation agents to obtain diversified substrains. At least one of the exaptation agents is selected to favor survival of sub strains exhibiting desired traits. The steps of dividing and subjecting may be iterated using at least some of the diversified substrains. Performance of diversified substrains is assessed and those that meet performance criteria for at least one desired trait are selected. Exaptation agents may include mutagenesis agents, training, horizontal gene transfer opportunities, and stressors. Substrains may be co-incubated with other living or dead microorganisms known to be preferentially adapted to have the desired trait. Diversified substrains may be combined into a multiculture microorganism population, to which microorganisms from the original monoculture may be added.

Abstract: A current sensor may take measurements of electrical currents that flow between two limbs of a patient through at least a portion of the patient's torso. The current measurements may be taken during a single diagnostic session while the patient holds a ground electrode in a hand of one limb and a probe electrode is sequentially placed at different locations on the distal portions of other limbs. Each of the measurement locations may be an acupuncture point. An electrical current state for the diagnostic session may be calculated. This state may consist of current ranges for one or more electrical currents that are measured during the session. A lookup table may be employed to determine one or more medical conditions that are indicated by the current state. Alternatively, a trained machine learning model may predict, based on the measured currents, one or more medical conditions.

Abstract: A current sensor may take measurements of electrical currents that flow between two limbs of a patient through at least a portion of the patient's torso. The current measurements may be taken during a single diagnostic session while the patient holds a ground electrode in a hand of one limb and a probe electrode is sequentially placed at different locations on the distal portions of other limbs. Each of the measurement locations may be an acupuncture point. An electrical current state for the diagnostic session may be calculated. This state may consist of current ranges for one or more electrical currents that are measured during the session. A lookup table may be employed to determine one or more medical conditions that are indicated by the current state. Alternatively, a trained machine learning model may predict, based on the measured currents, one or more medical conditions.

Abstract: A method of making a food source or medicinal composition and a mycotecture construction unit includes (a) cultivating a mycelium/substrate composite and edible mushrooms, and (b) manufacturing the mycotecture construction unit. A mycelium inoculum is formed of a preselected fungus and used to inoculate a substrate. Mycelium are grown in the inoculated substrate in a growing column and edible mushrooms are harvested from the mycelium, leaving a mycelium-substrate composite. The manufacture of the mycotecture construction unit includes placing the mycelium-substrate composite into a modular, reconfigurable press having a cavity with a predetermined shape; pressing the mycelium-substrate composite at a predetermined pressure; and heating the mycelium-substrate composite in a heating chamber.

Abstract: A trans-disciplinary system for cell-free biosynthesis includes a cell-free transcription-translation (TX-TL) tool and modular, generalizable microfluidic architectures. Both components of the system are independently functional and are combinable into a cell-free biosynthesis platform. In the first component, modular plasmid libraries are used to program bacterial cell-free TX-TL systems. Each plasmid holds one gene or operon, and all the genes are controlled by the same promoter, so that the stoichiometry of enzyme synthesis is determined by the stoichiometry of plasmids in the reaction. In the second part, in order to facilitate high throughput mixing and matching of gene units from the modular plasmid libraries, a modular, reconfigurable, flexible, and scalable microfluidic architecture is employed.

Abstract: Synells are created by encapsulating components and iteratively optimizing each synell for a desired trait. Each synell is tested during each iteration. Failed synells are discarded. Additional synell components are added during each iteration, with iterative optimization being repeated until synells having the trait are created. A method for synell reproduction includes creating a synell having a desired trait, determining a recipe for the synell, digitizing the recipe, and transmitting the digitized recipe to another location. The recipe is reconstituted at the other location and the synell is reproduced using the recipe. On-demand biosynthesis of synells includes generating droplets containing different synell components within a microfluidic device, fusing them into combinations, and storing them until a request for a synell having a particular trait is received.

Abstract: One or more light sources may apply stimuli to a colony of organisms. The stimuli may include visible and non-visible light. The stimuli, taken together, may tend to favor survival of organisms that are adapted to perform photosynthesis which involves absorbing energy from infrared or ultraviolet light. In some cases, the set of stimuli may include illuminating the entire colony of organisms with green light, illuminating only a first portion of the colony with pulsed ultraviolet light, and illuminating only a second portion of the colony with pulsed infrared light.

Abstract: Methods, systems, and apparatus implementing a generalizable self-calibrating protocol coupled with machine learning algorithms in an exemplary setting of classifying perceptual states as corresponding to the experience of perceptually opposite mental states (including pain or no pain) are disclosed. An embodiment presented represents inexpensive, commercially available, wearable EEG sensors providing sufficient data fidelity to robustly differentiate the two perceptually opposite states. Low-computational overhead machine learning algorithms that can be run on a mobile platform can be used to find the most efficient feature handles to classify perceptual states as self-calibrated by the user. The invention is generalizable to states beyond just pain and pave the way towards creating EEG NFB applications targeting arbitrary, self-calibrated perceptual states in at-home and wearable settings.

Abstract: One or more light sources may apply stimuli to a colony of organisms. The stimuli may include visible and non-visible light. The stimuli, taken together, may tend to favor survival of organisms that are adapted to perform photosynthesis which involves absorbing energy from infrared or ultraviolet light. In some cases, the set of stimuli may include illuminating the entire colony of organisms with green light, illuminating only a first portion of the colony with pulsed ultraviolet light, and illuminating only a second portion of the colony with pulsed infrared light.

Abstract: One or more light sources may apply stimuli to a colony of organisms. The stimuli may include visible and non-visible light. The stimuli, taken together, may tend to favor survival of organisms that are adapted to perform photosynthesis which involves absorbing energy from infrared or ultraviolet light. In some cases, the set of stimuli may include illuminating the entire colony of organisms with green light, illuminating only a first portion of the colony with pulsed ultraviolet light, and illuminating only a second portion of the colony with pulsed infrared light.

Abstract: A trans-disciplinary system for cell-free biosynthesis includes a cell-free transcription-translation (TX-TL) tool and modular, generalizable microfluidic architectures. Both components of the system are independently functional and are combinable into a cell-free biosynthesis platform. In the first component, modular plasmid libraries are used to program bacterial cell-free TX-TL systems. Each plasmid holds one gene or operon, and all the genes are controlled by the same promoter, so that the stoichiometry of enzyme synthesis is determined by the stoichiometry of plasmids in the reaction. In the second part, in order to facilitate high throughput mixing and matching of gene units from the modular plasmid libraries, a modular, reconfigurable, flexible, and scalable microfluidic architecture is employed.

Abstract: The invention comprises a novel modular, generalizable meso-micro-nano-fluidic platform apparatus, design and methodology which in exemplary embodiments may be applied in conjunction with a novel external triggering and automation/feedback loop control mechanism deployed via computer to explore the phase space of single or double emulsification for applications including the encapsulation of hydrophilic active pharmacological ingredients (APIs). End use applications include the mass production of particulate encapsulation of hydrophobic or hydrophilic APIs with automatic or user-supervised feedback methodology to control and discover mass production or per-drug customized settings of interest for the manufacture of novel or extant therapeutics.

Abstract: A method for directed exaptation includes dividing an original microorganism monoculture into subcultures that are subjected to different exaptation agents to obtain diversified substrains. At least one of the exaptation agents is selected to favor survival of sub strains exhibiting desired traits. The steps of dividing and subjecting may be iterated using at least some of the diversified substrains. Performance of diversified substrains is assessed and those that meet performance criteria for at least one desired trait are selected. Exaptation agents may include mutagenesis agents, training, horizontal gene transfer opportunities, and stressors. Substrains may be co-incubated with other living or dead microorganisms known to be preferentially adapted to have the desired trait. Diversified substrains may be combined into a multiculture microorganism population, to which microorganisms from the original monoculture may be added.