| Basis adaptation in homogeneous chaos spaces R Tipireddy, R Ghanem Journal of Computational Physics 259, 304-317, 2014 | 136 | 2014 |
| A Kalman filter based strategy for linear structural system identification based on multiple static and dynamic test data R Tipireddy, HA Nasrellah, CS Manohar Probabilistic Engineering Mechanics 24 (1), 60-74, 2009 | 45 | 2009 |
| A comparative study of physics-informed neural network models for learning unknown dynamics and constitutive relations R Tipireddy, P Perdikaris, P Stinis, A Tartakovsky arXiv preprint arXiv:1904.04058, 2019 | 43 | 2019 |
| Conditional Karhunen-Loève expansion for uncertainty quantification and active learning in partial differential equation models R Tipireddy, DA Barajas-Solano, AM Tartakovsky Journal of Computational Physics 418, 109604, 2020 | 22 | 2020 |
| Physics-informed machine learning method for forecasting and uncertainty quantification of partially observed and unobserved states in power grids R Tipireddy, A Tartakovsky arXiv preprint arXiv:1806.10990, 2018 | 14* | 2018 |
| Basis adaptation and domain decomposition for steady partial differential equations with random coefficients R Tipireddy, P Stinis, A Tartakovsky Journal of Computational Physics 351, 203--215, 2017 | 13 | 2017 |
| Analytical approximation and numerical studies of one-dimensional elliptic equation with random coefficients Z Xu, R Tipireddy, G Lin Applied Mathematical Modelling 40 (9-10), 5542-5559, 2016 | 13 | 2016 |
| Agent-centric approach for cybersecurity decision-support with partial observability R Tipireddy, S Chatterjee, P Paulson, M Oster, M Halappanavar 2017 IEEE international symposium on technologies for Homeland Security (HST …, 2017 | 12 | 2017 |
| Quantifying mixed uncertainties in cyber attacker payoffs S Chatterjee, M Halappanavar, R Tipireddy, M Oster, S Saha 2015 IEEE international symposium on Technologies for Homeland Security (HST …, 2015 | 12 | 2015 |
| Virtual Sensors for Robust On-Line Monitoring (OLM) and Diagnostics R Tipireddy, M Lerchen, P Ramuhalli NPIC&HMIT 2017, San Francisco, CA, June 11-15, 2017, 2017 | 8 | 2017 |
| Propagating mixed uncertainties in cyber attacker payoffs: exploration of two-phase Monte Carlo sampling and probability bounds analysis S Chatterjee, R Tipireddy, M Oster, M Halappanavar 2016 IEEE Symposium on Technologies for Homeland Security (HST), 1-6, 2016 | 8 | 2016 |
| Electric load and power forecasting using ensemble gaussian process regression T Ma, DA Barajas-Solano, R Huang, AM Tartakovsky Journal of Machine Learning for Modeling and Computing 3 (2), 2022 | 7 | 2022 |
| Stochastic basis adaptation and spatial domain decomposition for partial differential equations with random coefficients R Tipireddy, P Stinis, AM Tartakovsky SIAM/ASA Journal on Uncertainty Quantification 6 (1), 273-301, 2018 | 7* | 2018 |
| Robust online monitoring technology for calibration assessment of transmitters and instrumentation P Ramuhalli, S Boring, R Tipireddy, B Shumaker, J Coble, M Lerchen, ... technical Report PNNL-26919, 2017 | 7 | 2017 |
| Spatially-degraded adhesive anchors under material uncertainty R Tipireddy, S Kumar International Journal of Adhesion and Adhesives 76, 61-69, 2017 | 7 | 2017 |
| Game theory and uncertainty quantification for cyber defense applications S Chatterjee, M Halappanavar, R Tipireddy, MR Oster SIAM News 49 (6), 2016 | 7 | 2016 |
| A comparison of solution methods for stochastic partial differential equations R Tipireddy, ET Phipps, RG Ghanem CSRI Summer Proceedings, 79-90, 2010 | 6 | 2010 |
| FPDetect Efficient Reasoning About Stencil Programs Using Selective Direct Evaluation A Das, S Krishnamoorthy, I Briggs, G Gopalakrishnan, R Tipireddy ACM Transactions on Architecture and Code Optimization (TACO) 17 (3), 1-27, 2020 | 5 | 2020 |
| Robust Online Monitoring for Calibration Assessment of Transmitters and Instrumentation P Ramuhalli, R Tipireddy, M Lerchen, JB Coble, A Nair, S Boring, ... Advanced Sensors and Instrumentation Newsletter, 7 (September 2017): 4-8, 2017 | 5 | 2017 |
| Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti’s Theorem for Markov Chains B Nettasinghe, S Chatterjee, R Tipireddy, MM Halappanavar International Conference on Machine Learning, 25890-25903, 2023 | 4 | 2023 |
Alexandre TartakovskyUniversity of Illinois Urbana-Champaign and Pacific Northwest National LaboratoryVerified email at pnnl.gov
