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    System and method of automated tracking of consumable products
    1.
    发明授权
    System and method of automated tracking of consumable products 有权

    公开(公告)号：US12131289B2

    公开(公告)日：2024-10-29

    申请号：US17701050

    申请日：2022-03-22

    申请人： Weightrx Inc.

    发明人： Robert Fleischmann ,  Steven Van Fleet

    IPC分类号： G06Q10/08 ,  G06Q10/087 ,  G06Q30/0601

    CPC分类号： G06Q10/087 ,  G06Q30/0641

    摘要： This invention relates to the automatic identification and measurement of the consumption of an item or items and reporting of consumption of primarily, but not limited to, foodstuffs and provisions, that are typically stored in refrigerators, pantries, cupboards, apparatus and display shelves, store cases, shopping carts and baskets and the like. The invention therefore allows humans to accurately and automatically track their nutritional input, inventory transferal and in-store purchases in real-time. The invention relates to low-cost, printable electronics with integrated micro-electromechanical (MEMS) and/or Nanoelectromechanical systems (NEMS), wireless inductive power and wireless communication, and targets a low-cost solution applicable to consumer applications.

    Methods and apparatus for augmenting training data using large language models
    2.
    发明授权
    Methods and apparatus for augmenting training data using large language models 有权

    公开(公告)号：US12130923B2

    公开(公告)日：2024-10-29

    申请号：US17710127

    申请日：2022-03-31

    申请人： Sophos Limited

    发明人： Younghoo Lee ,  Miklós Sándor Béky ,  Joshua Daniel Saxe

    IPC分类号： G06F21/57 ,  G06F40/205 ,  G06F40/30 ,  G06N3/08 ,  G06F40/274

    CPC分类号： G06F21/57 ,  G06F40/205 ,  G06F40/30 ,  G06N3/08 ,  G06F40/274 ,  G06F2221/034

    摘要： In some embodiments, a processor receives natural language data for performing an identified cybersecurity task. The processor can provide the natural language data to a first machine learning (ML) model. The first ML model can automatically infer a template query based on the natural language data. The processor can receive user input indicating a finalized query and to provide the finalized query as input to a system configured to perform the identified computational task. The processor can provide the finalized query as a reference phrase to a second ML model, the second ML model configured to generate a set of natural language phrases similar to the reference phrase. The processor can generate supplemental training data using the set of natural language phrases similar to the reference phrase to augment training data used to improve performance of the first ML model and/or the second ML model.

    Systems and methods for the recycling of lithium from battery waste
    3.
    发明授权
    Systems and methods for the recycling of lithium from battery waste 有权

    公开(公告)号：US12129180B2

    公开(公告)日：2024-10-29

    申请号：US18592728

    申请日：2024-03-01

    申请人： Li Industries, Inc.

    发明人： David Young ,  Tairan Yang ,  Panni Zheng ,  Zheng Li

    IPC分类号： C01D15/08 ,  B01D15/36 ,  C01B25/30 ,  C01D15/04 ,  C22B1/00 ,  C22B26/12 ,  H01M10/54

    CPC分类号： C01D15/08 ,  B01D15/361 ,  C01B25/30 ,  C01D15/04 ,  C22B26/12 ,  H01M10/54 ,  C22B1/005

    摘要： Embodiments described herein relate to recycling of spent lithium battery material. In some aspects, a method can include suspending a lithium source in a solvent containing an oxidation reagent to extract lithium, forming an extracted lithium solution, separating the extracted lithium solution from residual solids of a lithium source, purifying the extracted lithium solution by precipitating and filtering impurities, and precipitating the lithium in the purified lithium solution to generate lithium carbonate (Li2CO3). In some embodiments, the method can further include preprocessing the lithium source to improve kinetics of the lithium extraction. In some embodiments, the preprocessing can include a cutting or shredding step to downsize the lithium source. In some embodiments, the lithium source can include lithium-ion battery waste. In some embodiments, the oxidation reagent can include sodium persulfate (Na2S2O8), potassium persulfate (K2S2O8), ammonium persulfate (NH4)2S2O8, hydrogen peroxide (H2O2), ozone (O3), and/or nitrous oxide (N2O).

    Ocular delivery systems and methods
    6.
    发明授权
    Ocular delivery systems and methods 有权

    公开(公告)号：US12127974B2

    公开(公告)日：2024-10-29

    申请号：US18197679

    申请日：2023-05-15

    申请人： Sight Sciences, Inc.

    发明人： David Y. Badawi ,  Daniel O'Keeffe ,  Paul Badawi

    IPC分类号： A61F9/00 ,  A61F9/007

    CPC分类号： A61F9/0008 ,  A61F9/0017 ,  A61F9/007 ,  A61F9/00736 ,  A61F9/00781

    摘要： Described here are systems and methods for accessing Schlemm's canal and for delivering an ocular device or fluid composition therein. The ocular devices may maintain the patency of Schlemm's canal without substantially interfering with transmural fluid flow across the canal. The fluid composition may be a viscoelastic fluid that is delivered into the canal to facilitate drainage of aqueous humor by disrupting the canal and surrounding trabeculocanalicular tissues. Tools for disrupting these tissues and minimally invasive methods for treating medical conditions associated with elevated intraocular pressure, including glaucoma, are also described.

    Multilayer parameter-varying fusion and deposition strategies for additive manufacturing
    9.
    发明授权
    Multilayer parameter-varying fusion and deposition strategies for additive manufacturing 有权

    公开(公告)号：US12115716B2

    公开(公告)日：2024-10-15

    申请号：US17667048

    申请日：2022-02-08

    申请人： Heavy Metal LLC

    发明人： Adam Bayne Hopkins ,  Salvatore Torquato ,  Brandon Beberwyck

    IPC分类号： B29C64/10 ,  B29C64/209 ,  B33Y10/00 ,  C08L83/00

    CPC分类号： B29C64/10 ,  B29C64/209 ,  B33Y10/00 ,  C08L83/00

    摘要： The invention encompasses compositions and methods for designing or producing three-dimensional articles layer-by-layer, whereby the specific approach to build-up a region of a single layer by fusion, deposition of material, or other path-based process or non-path process that creates track-like geometries requires either differing track or track-like geometry, or track or track-like geometry printing parameters, within a region of a single layer or within adjoining regions of multiple layers, is disclosed. Employing this method, single layer or multilayer parameter-varying fusing and deposition strategies can be generated that reduce article fabrication time and improve article physical properties, in part by targeting a distribution of scan paths that satisfy covering problem overlap and/or dense packing criteria. Additionally, methods and compositions for designing or producing three-dimensional articles by altering the thickness of a material layer deposited during a print relative to the slice thickness or net displacement of a stage or of a material and/or energy-depositing print head, are disclosed. Employing this method can result in the reduction of article fabrication time and/or the improvement of printed article physical properties, where these results advantageous to printing are dependent on the print process, material properties, and feedstock properties employed during the print.