| Machine learning-based temperature prediction for runtime thermal management across system components K Zhang, A Guliani, S Ogrenci-Memik, G Memik, K Yoshii, R Sankaran, ... IEEE Transactions on parallel and distributed systems 29 (2), 405-419, 2017 | 174 | 2017 |
| Array of things: a scientific research instrument in the public way: platform design and early lessons learned CE Catlett, PH Beckman, R Sankaran, KK Galvin Proceedings of the 2nd international workshop on science of smart city …, 2017 | 161 | 2017 |
| Prediction of solar irradiance and photovoltaic solar energy product based on cloud coverage estimation using machine learning methods S Park, Y Kim, NJ Ferrier, SM Collis, R Sankaran, PH Beckman Atmosphere 12 (3), 395, 2021 | 104 | 2021 |
| Waggle: An open sensor platform for edge computing P Beckman, R Sankaran, C Catlett, N Ferrier, R Jacob, M Papka 2016 IEEE sensors, 1-3, 2016 | 87 | 2016 |
| Measuring cities with software-defined sensors C Catlett, P Beckman, N Ferrier, H Nusbaum, ME Papka, MG Berman, ... Journal of Social Computing 1 (1), 14-27, 2020 | 47 | 2020 |
| Tangible menus and interaction trays: core tangibles for common physical/digital activities B Ullmer, R Sankaran, S Jandhyala, B Tregre, C Toole, K Kallakuri, ... Proceedings of the 2nd international conference on Tangible and embedded …, 2008 | 40 | 2008 |
| Feature Ranking and Support Vector Machines Classification Analysis of the NSL-KDD Intrusion Detection Corpus. RA Calix, R Sankaran FLAIRS, 2013 | 32 | 2013 |
| Minimizing thermal variation across system components K Zhang, S Ogrenci-Memik, G Memik, K Yoshii, R Sankaran, P Beckman 2015 IEEE International Parallel and Distributed Processing Symposium, 1139-1148, 2015 | 31 | 2015 |
| Cartouche: conventions for tangibles bridging diverse interactive systems B Ullmer, Z Dever, R Sankaran, C Toole Jr, C Freeman, B Cassady, ... Proceedings of the fourth international conference on Tangible, embedded …, 2010 | 29 | 2010 |
| Decoupling interaction hardware design using libraries of reusable electronics R Sankaran, B Ullmer, J Ramanujam, K Kallakuri, S Jandhyala, C Toole, ... Proceedings of the 3rd International Conference on Tangible and Embedded …, 2009 | 25 | 2009 |
| Hands-on computer science: the array of things experimental urban instrument C Catlett, P Beckman, N Ferrier, ME Papka, R Sankaran, J Solin, V Taylor, ... Computing in Science & Engineering 24 (1), 57-63, 2022 | 22 | 2022 |
| Goal-driven scheduling model in edge computing for smart city applications Y Kim, S Park, S Shahkarami, R Sankaran, N Ferrier, P Beckman Journal of Parallel and Distributed Computing 167, 97-108, 2022 | 19 | 2022 |
| Casier: structures for composing tangibles and complementary interactors for use across diverse systems B Ullmer, C Dell, C Gil, C Toole Jr, C Wiley, Z Dever, L Rogge, R Bradford, ... Proceedings of the fifth international conference on Tangible, embedded, and …, 2010 | 19 | 2010 |
| Networked sensing for radiation detection, localization, and tracking RJ Cooper, N Abgrall, G Aversano, MS Bandstra, D Hellfeld, TH Joshi, ... Journal of Physics: Conference Series 2586 (1), 012125, 2023 | 18 | 2023 |
| Waking from paralysis: Revitalizing conceptions of climate knowledge and justice for more effective climate action KR Marion Suiseeya, MG O’connell, E Leoso, MSBN Defoe, A Anderson, ... The ANNALS of the American Academy of Political and Social Science 700 (1 …, 2022 | 16 | 2022 |
| Optimizing cloud motion estimation on the edge with phase correlation and optical flow BA Raut, P Muradyan, R Sankaran, RC Jackson, S Park, SA Shahkarami, ... Atmospheric Measurement Techniques 16 (5), 1195-1209, 2023 | 12* | 2023 |
| A cloud-based interactive data infrastructure for sensor networks T Li, K Keahey, R Sankaran, P Beckman, I Raicu IEEE/ACM Supercomputing/SC 14, 14-15, 2014 | 11 | 2014 |
| Background and anomaly learning methods for static gamma-ray detectors MS Bandstra, N Abgrall, RJ Cooper, D Hellfeld, THY Joshi, V Negut, ... IEEE Transactions on Nuclear Science 70 (10), 2352-2363, 2023 | 9 | 2023 |
| Let’s unleash the network judgment: A self-supervised approach for cloud image analysis D Dematties, BA Raut, S Park, RC Jackson, S Shahkarami, Y Kim, ... Artificial Intelligence for the Earth Systems 2 (2), 220063, 2023 | 9 | 2023 |
| 5G enabled energy innovation: Advanced wireless networks for science (workshop report) P Beckman, C Catlett, M Ahmed, M Alawad, L Bai, P Balaprakash, ... Argonne National Lab.(ANL), Argonne, IL (United States); Northwestern Univ …, 2020 | 9 | 2020 |
Peter BeckmanProfessor, Northwestern UniversityVerified email at northwestern.edu
