Publications

Machine Learning Approaches to Solar-Flare Forecasting: Is Complex Better?
Varad Deshmukh, Srinivas Baskar, Elizabeth Bradley, Thomas Berger, James D. Meiss. Under Review in The Astrophysical Journal. 2022 (arxiv).

Decreasing False Alarm Rates in CNN-based Solar Flare Prediction using SDO/HMI Data.
Varad Deshmukh, Natasha Flyer, Kiera Van Der Sande, Thomas E. Berger. Accepted in The Astrophysical Journal. 2022 (arxiv).

Towards automated extraction and characterization of scaling regions in dynamical systems
Varad Deshmukh, Elizabeth Bradley, Joshua Garland, James D. Meiss. AIP Chaos. 2021 (arxiv, link).

Shape-based Feature Engineering for Solar Flare Prediction
Varad Deshmukh, Thomas Berger, Elizabeth Bradley, James D. Meiss. Innovative Applications of Artificial Intelligence. 2021 (link).

Using Curvature to Select the Time Lag for Delay Reconstruction
Varad Deshmukh, Elizabeth Bradley, Joshua Garland, and James D. Meiss. AIP Chaos. 2020 (arxiv, link).

Leveraging the Mathematics of Shape for Solar Magnetic Eruption Prediction
Varad Deshmukh, Thomas E. Berger, E. Bradley, James D. Meiss. Journal of Space Weather and Space Climate. 2020 (arxiv, link).

Temporary frequency adjustment of mobile device processors based on task migration
Varad Deshmukh, Stephen Muckle, Bryan Huntsman, Veena Sambasivan, Srivastsa Vaddagiri. US Patent 9400518. 2016. (link)

FIRA-a novel method for benchmarking the cache hierarchy
Varad Deshmukh, Nishchay Mhatre, Shrirang Karandikar. Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies, Pune. 2012. (link)

Techniques for Benchmarking of CPU Micro-Architecture for Performance Evaluation
Varad Deshmukh, Nishchay Mhatre, Shrirang Karandikar. 18th Annual International Conference on High Performance Computing: Student Research Symposium, Bangalore. 2011. (pdf)