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1. NFC-Device-Identification-Using-Deep-Learning-and-Radio-Frequency-Fingerprint NFC-Device-Identification-Using-Deep-Learning-and-Radio-Frequency-Fingerprint Public

   Low-cost NFC security: authenticating tags via RF fingerprinting with Triplet and SoftTriple losses, effectively combating cloning with low-end SDR devices and a special card slot design.

   Python 1

2. Characterization-of-LNP-Drug-Delivery-Vehicles-by-Machine-Learning Characterization-of-LNP-Drug-Delivery-Vehicles-by-Machine-Learning Public

   Machine learning-powered characterization of lipid nanoparticles (LNPs) using physics-based simulations and SAXS analysis. Our CNN and ResNet models enable rapid, cost-effective classification and …

   Python

3. Perovskite-based-optoelectronic-systems-for-neuromorphic-computing Perovskite-based-optoelectronic-systems-for-neuromorphic-computing Public

   Brain-like neuromorphic computing system that mimics neuronal synapses using potassium ion–doped perovskite units. It offers advanced optoelectronic signal processing and high-noise recognition by …

4. Robotic-Arm-Ball-Game Robotic-Arm-Ball-Game Public

   This Year 2 project developed a robotic arm ball game that picks up small objects and deposits them into a hoop to score points on an LED display. It uses Arduino Mega boards, servo motors, and an …

5. Transformer-based-Any-step-Dynamics-Model-for-MBRL Transformer-based-Any-step-Dynamics-Model-for-MBRL Public

   This project introduces TADM (Transformer-based Any-step Dynamics Model), which combines the flexible long-range prediction of Any-step Dynamics Models with the power of Transformers. By using an a…

   Python

6. Attentive-Neural-Processes-Methods-for-Reactive-Sputtering-Experiments Attentive-Neural-Processes-Methods-for-Reactive-Sputtering-Experiments Public

   This is a repo for the implementation of using attentive neural process (ANP) for reactive sputtring data

   Python