Sandeep Madireddy
Argonne National Laboratory(US)
Publications by Year
Research Areas
Advanced Data Storage Technologies, Domain Adaptation and Few-Shot Learning, Meteorological Phenomena and Simulations, Model Reduction and Neural Networks, Magnetic confinement fusion research
Most-Cited Works
- → Biological underpinnings for lifelong learning machines(2022)214 cited
- → Time-series learning of latent-space dynamics for reduced-order model closure(2020)124 cited
- → A Bayesian approach to selecting hyperelastic constitutive models of soft tissue(2015)93 cited
- → Application of machine learning and artificial intelligence to extend EFIT equilibrium reconstruction(2022)56 cited
- → Bayesian calibration of hyperelastic constitutive models of soft tissue(2015)45 cited
- → DeepMerge – II. Building robust deep learning algorithms for merging galaxy identification across domains(2021)44 cited
- → HPC I/O Throughput Bottleneck Analysis with Explainable Local Models(2020)34 cited
- → Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time(2019)32 cited
- → Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems(2018)25 cited
- → Adaptive Learning for Concept Drift in Application Performance Modeling(2019)20 cited