4 papers
Tunable Multilayer Surface Plasmon Resonance Biosensor for Trace-Level Toxin Detection
Suripto Bhuiyan, Michael Geller
This paper presents a comprehensive study on a novel multilayer surface plasmon resonance (SPR) biosensor designed for detecting trace-level toxins in liquid samples with exception…
Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization
Kevin Cooper, Michael Geller
In the age of data-driven decision making, preserving privacy while providing personalized experiences has become paramount. Personalized Federated Learning (PFL) offers a promisin…
Meta-Federated Learning: A Novel Approach for Real-Time Traffic Flow Management
Bob Johnson, Michael Geller
Efficient management of traffic flow in urban environments presents a significant challenge, exacerbated by dynamic changes and the sheer volume of data generated by modern transpo…
Integrating Personalized Federated Learning with Control Systems for Enhanced Performance
Alice Smith, Bob Johnson, Michael Geller
In the expanding field of machine learning, federated learning has emerged as a pivotal methodology for distributed data environments, ensuring privacy while leveraging decentraliz…