Applications Embeds experimental metadata directly into mass spectrometry (MS) spectral files for unified data handling Streamlines machine learning (ML) workflows by preserving metadata with spectral data Enables reproducible, version-controlled MS analyses across collaborative environments Fully compatible with standard mzML formats and existing MS software … [Read more...] about 2025-107/2025-121 – SpectraCodec: A Hilbert curve-based method for encoding metadata in mass spectra for machine learning applications
Biotechnology
2024-169 – A Near Infrared Fluorophore that Binds to Free Amyloid Beta Peptides for Alzheimer’s Research
Applications Advanced imaging tool for Alzheimer's disease research. Detection and tracking of amyloid beta (Aβ42) aggregation in real-time. High-contrast staining of plaques for neuroscience studies. Foundational molecule for developing therapeutic compounds targeting Alzheimer's peptide Advantages/Benefits Unique ability to bind free Aβ42 peptides, … [Read more...] about 2024-169 – A Near Infrared Fluorophore that Binds to Free Amyloid Beta Peptides for Alzheimer’s Research
A Model for Generating Protein Sequences for Protein Design or Phenotypic Inference 2019-045
APPLICATIONS OF TECHNOLOGY: Design of novel proteins with a specified set of properties or functions Modification of properties of existing proteins Inference of the function of protein sequences BACKGROUND: Challenges in protein design include: not every protein sequence encodes a functional protein, and there is an underlying syntax to folding protein … [Read more...] about A Model for Generating Protein Sequences for Protein Design or Phenotypic Inference 2019-045
2023-051 High-Titer and Highly Specific Prenol Production in Microbial Hosts via the Pathway using Recombinant Kinases and Isomerases
Applications Biofuel additive for enhanced gasoline blending properties. Chemical precursor for the production of prenyl acetate and other industrial compounds. Environmentally friendly alternative to petrochemicals in biofuel production. Advantages/Benefits Produces high-purity prenol with minimal byproducts, enabling cleaner production Avoids toxic … [Read more...] about 2023-051 High-Titer and Highly Specific Prenol Production in Microbial Hosts via the Pathway using Recombinant Kinases and Isomerases
2021-190 Aqueous Ionic Liquid Process for Chemical Recycling of Plastics
Applications Sustainable recycling of mixed plastic waste into valuable monomers. Production of monomer feedstocks for new plastic synthesis. Advantages/Benefits Eliminates the need for organic solvents by using an aqueous ionic liquid system Enables direct recycling or upcycling of mixed plastics without sorting High monomer yields for efficient reuse in … [Read more...] about 2021-190 Aqueous Ionic Liquid Process for Chemical Recycling of Plastics