Quantum Technology

Quantum technology harnesses quantum mechanics to solve computationally intractable problems, primarily focusing on enhancing machine learning and sensing capabilities. Current research emphasizes developing quantum neural networks (including recurrent and liquid architectures), quantum algorithms for optimization and simulation (e.g., in drug discovery and power systems), and quantum-enhanced machine learning for applications like image classification and fraud detection. These advancements offer significant potential for improving the accuracy, efficiency, and security of various technologies, impacting fields ranging from healthcare and finance to climate modeling and navigation.

Papers