Papers can also be found on Google Scholar.
2024
Ashwin Samudre, Guang Gao, Ben Cardoen, Ivan Robert Nabi, Ghassan Hamarneh. nERdy: network analysis of endoplasmic reticulum dynamics, Under Review. (Paper)
2022
Jason Poh, Ashwin Samudre, Aleksandra Ciprijanovic, Brian Nord, Gourav Khullar, Dimitrios Tanoglidis, Joshua A. Frieman. Strong Lensing Parameter Estimation on Ground-Based Imaging Data Using Simulation-Based Inference, NeurIPS 2022 Workshop on Machine Learning and the Physical Sciences. (Paper)
Ashwin Samudre, Maxime Darrin, Maxime Sahun, Scott Atwell, Catherine Badens, Anne Charrier, Emmanuèle Helfer, Annie Viallat, Vincent Cohen-Addad, Sophie Giffard-Roisin. Classification of blood cells dynamics with convolutional and recurrent neural networks: a sickle cell disease case study, Scientific Reports. (Paper)
2021
Ashwin Samudre, Lijo George, Mahak Bansal, Yogesh Wadadekar. Data-Efficient Classification of Radio Galaxies, Monthly Notices of Royal Astronomical Society (Paper)
2020
Ashwin Samudre, Linus Magnusson, Pedro Maciel. Exploration of Deep Learning techniques to detect and track Tropical Cyclones, Climate Informatics 2020. (Extended Abstract)
Nikita Moriakov, Ashwin Samudre, Michela Negro, Fabian Gieseke, Sydney Otten, Luc Hendriks. Inferring astrophysical X-ray polarization with deep learning, ICLR 2020 Workshop on Fundamental Science in the Era of AI (FSAI). (Paper)
2019
Chinmay Ingle, Ashwin Samudre, Param Bhavsar, Pujashree Vidap. Audit and Compliance in Service Management using Blockchain, IEEE INDICON, 2019. (Paper)