Published Education & Training Security attack classifier Robust deep learning algorithm, capable of thwarting infiltrations of state-of-the-art adversarial examples/images with high levels of accuracy By Newcastle University
Published Healthcare & Pharmaceuticals Osteo Coating for TC Assays A novel formulation that can be use to study the bone remodeling process via bone-like coating on polymer surfaces By Newcastle University
Published Defence Polar Form Rayleigh Wave Gyro A gyroscope capable of operating under high g-force (20,000 g), capable of taking measurements while undergoing acceleration By Newcastle University
Published Aerospace MEMS wall-shear stress sensors We have developed a series of MEMS-based optical wall-shear stress sensors. Capable of taking instantaneous measurements in both one and two dimensions. By Newcastle University
Published Manufacturing & Production Layer-by-Layer Deposition The system greatly reduces the time needed to build up multiple layer-by-layer assembled thin films, while achieving high levels of film homogeneity. By Newcastle University
Published Sciences biofilm prevention Innovative solutions using chitin / cellulose materials with enhanced properties for biofilm prevention in novel plastic free packaging. By Newcastle University
Published Food & Beverage Microarray robotics Techniques using microarray robotics, example applications for long range tracking of polycaccharides, high throughput analysis, molecular profiling of functional ingredients. By Newcastle University
Published Sciences Bio-printing Heads Quick (~1000 drops/sec) & scalable Range of droplet volumes for high resolution printing Vary cell type & density, gel type & concentration, add nano/microparticles By Newcastle University
Published Manufacturing & Production Micro Machining The invention improves the machinability of brittle materials and enables 3D micro-machining By Newcastle University
Published Software & Platforms E-voting System A Direct Recording Electronic machine with integrity and privacy (DRE-ip). Novel algorithms encrypt each vote in real-time during voting providing a self-enforcing e-voting system. By Newcastle University
Published Power & Utilities Metal-Air Battery Sodium carbonates are easily converted to metal ions, CO2 and O2 on charging compared to lithium carbonates. Sodium is environmentally benign compared to lithium. By Newcastle University
Published Power & Utilities Efficient Hydrogen Production Significant reduction in the equipment footprint Significant reduction in capital expenditure for the construction of H2 production plants By Newcastle University
