Vinayak Rana

Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization

Air pollution is a leading global health threat, yet many developing countries lack the dense monitoring infrastructure needed for accurate exposure assessment and informed policy. Optimal Sensor Placement (OSP) is a foundational challenge in expanding monitoring capacity. While mutual information (