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- New anti-adhesion drug against Pseudomonas aeruginosa
This technology offers a novel anti-adhesive compound that blocks surface adaptation in Pseudomonas aeruginosa, preventing bacterial colonization and infection. By targeting bacterial adhesion rather than viability, it reduces the risk of antibiotic resistance and can be used alone or in combination with antibiotics to treat wound and lung infections, including in burn patients and individuals with cystic fibrosis or COPD. The therapy also shows potential against Acinetobacter baumannii infections and as a prophylactic treatment for high-risk patients.
- New anti-adhesion method for preventing bacterial colonization on dental implants
A targeted anti-adhesive solution that prevents bacterial attachment and biofilm formation on dental implants, reducing the risk of peri-implant infections. Applicable as a surface treatment or adjunct to antibiotics, it supports long-term implant success while lowering resistance risks.
- Stalactite nanopore
Innovative asymmetric conical nanopores with enhanced stability, selectivity, and scalability for advanced applications. These "stalactite pores" enable superior DNA capture, biosensing, and osmotic energy harvesting, with tunable design ideal for nanofluidics, biosequencing, and iontronics.
- Tracking Interacting Objects
A robust, AI-powered tracking system for real-time monitoring of multiple interacting objects in complex environments. Ideal for smart cities, surveillance, sports analytics, and logistics, it handles occlusions and detection failures using advanced probabilistic modeling and graph-based optimization.
- Advanced Functionalized Hydrogel for Biomedical Applications
This advanced hydrogel platform combines natural polysaccharides with synthetic biocompatible polymers via carbamate bonds, enabling precise control over mechanical strength, degradation rate, and biofunctionality. With preserved ionic gelation, dual crosslinking (ionic + covalent), and compatibility with drug, gene, and cell delivery, the technology is ideal for regenerative medicine, chronic therapies, and minimally invasive treatments. Scalable and injectable, it supports clinical translation across multiple biomedical applications.
- Differentiable Inverse Rendering Based on radiative Backpropagation
A memory-efficient inverse rendering technology for creating precise 3D models from 2D images. It eliminates the need for heavy data processing, enabling faster, scalable simulations. Ideal for media, medical imaging, and VR/gaming, where speed, accuracy, and low computational cost are critical.
- Deep Active Surface Models
This technology combines Graph Convolutional Neural Networks (GCNN) with a Deep Active Surface Model (DASM) to generate smooth, accurate 3D surface meshes from 2D images or 3D stacks. It outperforms existing methods like Mesh R-CNN and Voxel2Mesh by reducing artifacts, improving efficiency, and handling irregular mesh structures—ideal for medical imaging, computer graphics, and digital modeling.
- Automatic Identification of Causal Influences over Social Networks
This technology enables precise identification of key influencers in dynamic social networks using advanced causal inference models. Scalable and adaptable, it provides actionable insights for social media analysis, targeted marketing, and organizational decision-making, with proven effectiveness on real-world data like Twitter.
- Synthesis-constrained target-specific generative design of small molecules in 3D
This technology enables target-specific small molecule design through a novel training algorithm and programmable sampling strategy. Using fragment-based learning, a single model can perform docking, de novo design, and fragment-based optimization while ensuring synthetic feasibility. Ideal for drug and material discovery, the system allows multi-task molecular design with controlled fragment-level criteria. Technology readiness level: experimental proof of concept.
- Beam-Column Joint Structure
This innovative Highly Dissipative WUF-W connection improves seismic performance, reduces fracture risk, and lowers construction costs. Featuring custom bevelled backing bars and high-toughness materials, it enables superior hysteretic behavior and resists ductile crack propagation, ideal for earthquake-prone regions, critical infrastructure, and retrofit projects.
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