Abstract: Solvent free epoxy systems are disclosed that can include a hardener compound H comprising: a molecular structure (R1—(Y1)n), wherein R1 is an ionic moiety, Y1 is a nucleophilic group, n is a between 2 and 10; and an ionic moiety A acting as a counter ion to R1; and an epoxy compound E comprising: a molecular structure (R2—Z1)n), wherein R2 is an ionic moiety, Z1 comprises an epoxide group, n is a between 2 and 10, and an ionic moiety B acting as a counter ion to R2. In embodiments, the epoxy compound E and/or the hardener H is comprised in a solvent-less ionic liquid. The systems can further include accelerators, crosslinkers, plasticizers, inhibitors, ionic hydrophobic and/or super-hydrophobic compounds, ionic hydrophilic compounds, ionic transitional hydrophobic/hydrophilic compounds, biological active compounds, and/or plasticizer compounds. Polymers made from the disclosed epoxy systems and their methods of use are described.

Abstract: Systems, devices and methods for predicting binding on an array such as a peptide array. Certain methods utilize a peptide array having a plurality of peptides with one or more defined parameters and contacting the peptide array with a training sample containing one or more molecules of interest. Interactions between the plurality of peptides and the one or more molecules of interest are processed according to a data fitting model, which model is then is applied to interactions between the plurality of peptides and a test sample to predict binding associated with the one or more molecules of interest.

Abstract: Provided herein, are methods of identifying neoantigens for treating and preventing cancer. Also disclosed are methods and compositions for administering identified neoantigens for the treatment and prevention of cancer.

Abstract: Described herein are systems and methods for profiling structured or semi-structured datasets. An example computer-implemented method includes grouping, using a machine learning classifier, a plurality of tables in a dataset that are associated with an object into a cluster, where each of the tables of the cluster includes respective data and respective metadata, the respective metadata including at least one respective attribute, generating a metadata-profile for the cluster, where the metadata-profile includes the at least one respective attribute of each of the tables of the cluster; and querying the cluster using the metadata-profile.

Abstract: The present invention relates to a polymer comprising a repeating group having the structure of formula (I) wherein R, R1, R2, R3, R4, X, and s are as described herein and salt thereof. Also disclosed is a process of synthesizing such polymers.

Abstract: Methods of preparing a lignocellulosic biomass-based thermoplastic composition are described. In some embodiments, the method comprises: (a) preparing a mixture of solids comprising lignocellulosic biomass, a meltable solvent and a polyester; and (b) melt-compounding said mixture of solids; thereby preparing a lignocellulosic biomass-based thermoplastic composition. Fibers produced by the methods are also described, as are yarns and fabrics comprising the fibers.

Abstract: Various embodiments comprise systems, methods, architectures, mechanisms and apparatus providing a super-regenerative oscillator (SRO) integrated metamaterial (MTM) leaky wave antenna (LWA) architecture suitable for use in radio frequency (RF) detecting, ranging (e.g., RADAR), and sensing systems/applications, such as a noncontact multi-target vital sign detection system.

Abstract: A system for in-memory computing comprises a volatile memory comprising at least a first layered subarray, wherein each subarray comprises a plurality of memory cells, and a plurality of sub-sense amplifiers connected to a read bitline of the first subarray of the memory, configured to compare a measured voltage of the read bitline to at least one threshold and provide at least one binary output corresponding to a logic operation based on whether the voltage of the read bitline is above or below the threshold. A method for in-memory computing is also disclosed.

Abstract: A method of calculating an abundance of an mRNA sequence within a gene comprises storing an index table of the gene in a non-volatile memory, obtaining a short read of the mRNA sequence, generating a set of input fragments from the mRNA sequence, initializing a compatibility table in a volatile memory, for each input fragment in the set of input fragments, searching for an exact match of the input fragment in the index table, calculating a final result from the compatibility table, and calculating an abundance of the mRNA sequence in the gene by aggregating the transcripts compatible with the short read, wherein the calculating step is performed on the same integrated circuit as the non-volatile memory. A system for in-memory calculation of an abundance of an mRNA sequence within a gene is also disclosed.

Abstract: The disclosure provides a method of dehydrogenating hydrocarbons, such as C2 or C3 hydrocarbons, selectively and efficiently, to provide the corresponding alkylenes. The method is based on a Pt nanolayer catalyst over MXene (Pt/MXene) that shows resistance to coke deposition. The dehydrogenation conditions developed provided about 22% propane conversion and over 90% selectivity toward the desired propylene product, and the catalyst was stable for a 24-hour continuous run. The byproducts were ethane, ethylene, and methane, and only trace amounts of coke deposition over the catalyst were detected. Similar dehydrogenation conditions provided about 18% ethane conversion and over 90% selectivity toward the desired ethylene product. A mass balance of greater than 96% was achieved in each case.

Abstract: A method of preparing a composition for use as a cathode that combines two different cathode materials is disclosed. When utilized in a battery, one cathode material is rechargeable, and the second cathode material has a high capacity with a lower voltage than the first cathode material. The active materials may be combined in several fashions including mixing, layering, deposition, coating, and/or patterning. Such batteries can be tested repeatedly over a specific voltage range and provide high capacity under full discharge at deployment.

Abstract: A soft pressure sensing apparatus is provided. In one aspect of the present pressure sensing apparatus, a polymeric member, including conductive particles therein, is located between offset angled and crossing sets of electrodes. A further aspect includes a controller configured to calculate at least one regularized least-squares algorithm, to reduce cross-talk between the resistive members. In another aspect, a pressure sensor apparatus includes a piezoresistive film encapsulated between layers of substantially perpendicular electrodes to create a resistor network circuit where the ability to reconstruct cell resistance from measured two-point resistance. A method of manufacturing a pressure sensor includes using a mechanical vinyl cutter for the electrodes and/or piezoelectric resistive members.

Abstract: Disclosed herein are recombinant meganucleases engineered to bind and cleave a recognition sequence in the mitochondrial DNA (mtDNA) of a eukaryotic cell, such as a plant cell. The disclosure further relates to the use of such recombinant meganucleases in methods for producing genetically-modified eukaryotic cells, and to a population of genetically-modified eukaryotic cells wherein the mtDNA has been having modified or edited.

Abstract: A counter-swarm firework includes a shell casing, multiple streamers positioned in the shell casing, a burst charge positioned in the shell casing and configured to disperse the multiple streamers from the shell casing when discharged, a pusher plate positioned in the shell casing between the burst charge and the multiple streamers, a fire suppressant layer positioned between the burst charge and the pusher plate, and a kick charge configured to launch the shell casing and its contents prior to discharging the burst charge. The fire suppression layer may be configured to suppress heat generated by the discharge of the burst charge.

Abstract: Described herein is a mismatch shaping technique applied in digital-to-analog converters (DACs) for high pass filtering mismatch related errors. The mismatch shaping scheme is based on a zero mean error encoding technique, which can be applied directly to binary coded signals, without the use for binary to thermometer decoding and element shuffling. In at least one example, an apparatus is provided which comprises a mismatch shaping circuitry to receive an N-bit binary input bits and to generate an (N+1)-bit digital output. In at least one example, the apparatus further comprises a digital-to-analog converter to receive the (N+1)-bit digital output and to generate an analog output, wherein the mismatch shaping circuitry is to encode the (N+1)-bit digital output to shape mismatch errors in the digital-to-analog converter.

Abstract: Single cell protein (SCP) is produced by applying a voltage to a microbial electrolysis cell (MEC) under anaerobic conditions for a period of time, whereby SCP is produced. The MEC includes a cathode comprising a hydrogen evolution reaction material, an anode comprising a biofilm on a carbon support, an electrolyte comprising carbon, nitrogen, and phosphorus, and a Methanococcus or Acetobacterium species in the electrolyte.

Abstract: A single-switch-per-bit topology for reconfigurable reflective surfaces (RRSs) is provided. Novel multi-bit unit-cell configurations are presented for radio-frequency (RF) RRSs with improved radiation efficiency and compact designs. Embodiments described herein realize a multi-bit RRS using an antenna array with multiple integrated switches at the ports of every antenna element (e.g., one at each port, providing one control bit per switch). By manipulating the states of the switches, the impinging waves on the surface are modulated, leading to beamforming in the desired direction. Some embodiments utilize a single switch-per-bit topology integrating single-pole-single-throw (SPST) switches (e.g., PIN diodes) into the unit-cell design, achieving up to 4 bits of phase quantization with only 4 switches. The exhibited radiation efficiency of the multi-bit RRS is significantly improved compared to lower bit configurations.

Abstract: Disclosed herein are methods and systems for membrane carbonation for cultivating microalgae and other microorganisms that utilize a gaseous substrate, as well as to upgrade the quality of mixed-gas streams.

Abstract: The invention relates to a method of patterning a substrate with graphene-based or other electroactive-material-based solution that includes solid-phase particles as hard templates, reducing the solution, and processing the reduced solution to expose the particles. The exposed hard template particles are removed to leave a three-dimensional (3D) porous architecture that can be beneficially used for a variety of applications, including but not limited to bio sensors and supercapacitors. In one example, the exposure is by etching with a CO2 laser. The method can be practiced with scalable MEMS fabrication technologies.

Abstract: Disclosed are electrochemical devices, such as lithium ion battery electrodes, lithium ion conducting solid-state electrolytes, and solid-state lithium ion batteries including these electrodes and solid-state electrolytes. Also disclosed are methods for making such electrochemical devices.