Systematic Analysis of Image Generation using GANs. - Rohan Akut; Sumukh Marathe; Rucha Apte; Ishan Joshi; Siddhivinayak Kulkarni (CoRR, 2019)

Fault diagnosis system for low-cost air pollution sensors: demo abstract. - Sumukh Marathe; Akshay Nambi 001; Nishant Shrivastava; Manohar Swaminathan 001; Ronak Sutaria (SenSys, 2020)

CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors. - Sumukh Marathe; Akshay Nambi 001; Manohar Swaminathan 001; Ronak Sutaria (IoTDI, 2021)

Is your smoke detector working properly?: robust fault tolerance approaches for smoke detectors. - Arjun Tambe; Akshay Nambi 001; Sumukh Marathe (MobiSys, 2021)

PIRMedic: physics-driven fault diagnosis for PIR sensors. - Ashish Kashinath; Sibin Mohan; Akshay Nambi 001; Sumukh Marathe (BuildSys, 2021)

Physics-Based Fault Analysis for Commodity PIR Sensors. - Ashish Kashinath; Sibin Mohan; Akshay Uttama Nambi; Sumukh Marathe (ACM Trans. Sens. Networks, 2025)