BUILDING ENVELOPE REMOTE SENSING DRONE SYSTEM AND METHOD

    公开(公告)号:WO2023091730A1

    公开(公告)日:2023-05-25

    申请号:PCT/US2022/050509

    申请日:2022-11-19

    IPC分类号: G06T7/00

    摘要: Exemplary methods, systems, apparatus, and computer programs are disclosed for an unmanned aerial system (UAS) inspection system that includes an unmanned aerial system and analysis system for exterior building envelopes and energy performance evaluation and simulation. The UAS can autonomously and systematically collect data for a building's exterior using a payload comprising (i) nondestructive testing (NDT) sensors configured for imaging (visible, infrared, or more) the building and (ii) one or more multi-spectral sensors (LiDAR, ultrasound, radar, or more). The acquired sensor data are provided to an analysis system comprising computer vision (CV) and signal processing modules configured to analyze the acquired data to i) identify building objects (doors, windows, rooftop units, and others) ii) characterize envelope properties (components, heat resistivity, or others) and 3) identify initial thermal anomalies (thermal bridges, physical defects, or infiltration / exfiltration) in a processing pipeline.

    METHODS, APPARATUS, COMPOSITIONS OF MATTER, AND ARTICLES OF MANUFACTURE RELATED TO ADDITIVE MANUFACTURING OF POLYMERS

    公开(公告)号:WO2023081467A1

    公开(公告)日:2023-05-11

    申请号:PCT/US2022/049136

    申请日:2022-11-07

    IPC分类号: B29C64/124 B33Y70/10

    摘要: Systems, methods, and compositions for using Interfacial Photopolymerization (IPP) for high-resolution digital processing of polymers are disclosed. In IPP, a polymer film can be formed at an interface between two liquids, each containing a species involved in a polymerization reaction. The two liquids can include a photoinitiator and a monomer that are immiscible and/or reactive such that the film can form at the interface. The polymerization reaction can be controlled by a LED light source, which is focused at a reaction zone located at or near the liquid-liquid interface. The resulting polymer results in a high-resolution, high-throughput AM of thermoplastic polymers that enables on-demand production of objects that exhibit exceptional dimensional quality, mechanical properties, and recyclability characteristics.

    GENOMIC EDITING WITH SITE-SPECIFIC RETROTRANSPOSONS

    公开(公告)号:WO2023069972A1

    公开(公告)日:2023-04-27

    申请号:PCT/US2022/078337

    申请日:2022-10-19

    摘要: Genome editing tools for use in systems designed to deliver large genetic elements are disclosed herein. A genome editing system is described, which includes i) an R2 element enzyme or other non-LTR site specific retrotransposon element and ii) a payload RNA, wherein the payload RNA comprises an insertion region and optionally one or more of a 5' homology region, a 3' homology region, and a protein binding element, wherein the insertion region comprises a template for a small or large nucleic acid insertion into the genome, and wherein the R2 element enzyme or other non-LTR site specific retrotransposon element comprises a targeting domain, a reverse transcriptase domain, and a nickase domain. Also disclosed are cells edited using such a genome editing system, methods for editing a genome, and compositions comprising cells edited with this genomic editing system.

    MACHINE LEARNING FOR THE DISCOVERY OF NANOMATERIAL-BASED MOLECULAR RECOGNITION

    公开(公告)号:WO2023038939A1

    公开(公告)日:2023-03-16

    申请号:PCT/US2022/042710

    申请日:2022-09-07

    IPC分类号: G16C20/10 B82Y15/00

    摘要: Computer program products, computer systems, and computer- implemented methods for making and using computational models for prediction of molecular recognition (MR) between a nanomaterial (NM) MR binder and an analyte. Methods for making a computational model involve selecting a candidate NM MR binder and conducting a physical test to determine whether MR occurs between the candidate NM MR binder and an analyte, and correlating features of the candidate NM MR binder with an experimental result obtained from the physical test to produce predictive information for the computational model. Methods for using the computational model involve receiving features of an untested candidate NM MR binder and analyzing the features to produce a prediction score that represents an expected experimental result of a physical test of the untested candidate MR binder and associating the prediction score with the untested candidate MR binder. The MR binder is a corona phase complex made from DNA adsorbed on a single wall carbon nanotube (SWCNT). The computational models include convolutional neural networks (CNN) and gradient boosted decision trees (GBDT).

    SEQUENCE-CONTROLLED POLYMER STORAGE
    10.
    发明申请

    公开(公告)号:WO2022261318A1

    公开(公告)日:2022-12-15

    申请号:PCT/US2022/032831

    申请日:2022-06-09

    IPC分类号: C12Q1/6806

    摘要: Disclosed are compositions and methods relating to sequence-controlled storage objected. The disclosed sequence-controlled storage objects can include (a) one or more different sequence-controlled polymers, and (b) a plurality of different feature tags. The sequence-controlled storage object can include (a) one or more different sequence-controlled polymers, and (b) a plurality of different digit tags. Also disclosed are methods of storing desired sequence-controlled polymers as a sequence-controlled storage object, comprising assembling a sequence-controlled storage object from (i) one or more different sequence-controlled polymers, (ii) a plurality of different feature tags, and (iii) optionally one or more encapsulating agents. Also disclosed are methods of automating the assembly of a sequence-controlled storage object comprising using a device with flow.