University of Maryland
Explore University of Maryland's available technologies.
Systolic Array-based Architecture for Low-Bit Integerized Vision Transformers
We've built a low-bit, model-specialized hardware accelerator for vision transformer inference, using multiple systolic arrays with deep, fine-grained pipelines tailored to the multi-head self-attention operations that d...
E-beam modified poly(lactic acid) for biodegradable food packaging
Electron beam (e-beam) modified poly(lactic acid) (PLA) as a biodegradable alternative to conventional plastic food packaging. The process simultaneously sterilizes the material and enhances biodegradability through cont...
Bioelectrochemical Enhancement of Nitrogen Removal in Bioretention Systems
A bioelectrochemical system (BES) that enhances biological nitrogen removal in urban bioretention cells by enriching electroactive denitrification and anammox bacteria. Powered by on-site solar panels, the technology tar...
Genome editing services for targeted trait engineering in vegetable crops
CRISPR-based genome editing platform offering custom trait development in vegetables. Capabilities include CRISPR/Cas12a editing, base editing, cis-regulatory region targeting, and tiled gRNA strategies to generate targe...
Unsymmetrical functionalized N-alkyl carboxylic acid imides as agrochemical candidates
Novel molecular scaffolds produced via a one-pot multicomponent modular synthesis approach, targeting potential agrochemical applications. These unsymmetrical functionalized N-alkyl carboxylic acid imides represent a new...
Scalable production of branched-chain fatty acids for prenatal dietary supplements
A cost-effective chemical process for producing isomerically-pure branched-chain fatty acids (BCFAs) at commercial scale. Targets prenatal and postnatal dietary supplements, particularly for infant formula, with projecte...
Molecular surveillance of viable foodborne pathogens in food matrices
A molecular surveillance approach combining viability PCR with novel gene targets to improve detection of viable foodborne pathogens in food products. Offers faster turnaround and enhanced sensitivity over traditional cu...
In vitro gut organoid screening model for evaluating postbiotic dietary interventions against endotoxin-driven inflammation
A high-throughput 3D intestinal organoid screening platform that tests how postbiotics (bacteria-derived metabolites) mitigate lipopolysaccharide (LPS)–induced damage to gut health. The model combines enteroid cultures w...
Copper crosslinked chitin nanocrystals as antifungal coating ingredients
A novel antifungal coating ingredient based on copper crosslinked chitin nanocrystals (Cu-Chitin NPs) synthesized entirely from FDA GRAS-approved ingredients. Designed to resist mold on surfaces and fresh produce, offeri...
Postbiotic anticancer validation from fermented soybean tempeh using MTT assay
Research platform validating anticancer activity of postbiotics derived from tempeh, a traditional Indonesian fermented soy product. Using MTT cell viability assays, this work differentiates bioactive effects of fermente...
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