| Computing just what you need: Online data analysis and reduction at extreme scales I Foster, M Ainsworth, B Allen, J Bessac, F Cappello, JY Choi, ... Euro-Par 2017: Parallel Processing: 23rd International Conference on …, 2017 | 101 | 2017 |
| SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors K Zhao, S Di, X Liang, S Li, D Tao, J Bessac, Z Chen, F Cappello | 96 | 2020 |
| Non-homogeneous hidden Markov-switching models for wind time series P Ailliot, J Bessac, V Monbet, F Pene Journal of Statistical Planning and Inference 160, 75-88, 2015 | 61 | 2015 |
| Projected US drought extremes through the twenty-first century with vapor pressure deficit BL Gamelin, J Feinstein, J Wang, J Bessac, E Yan, VR Kotamarthi Scientific Reports 12 (1), 8615, 2022 | 58 | 2022 |
| Neural networks for parameter estimation in intractable models A Lenzi, J Bessac, J Rudi, ML Stein Computational Statistics & Data Analysis 185, 107762, 2023 | 51 | 2023 |
| Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE J Rudi, J Bessac, A Lenzi MSML21: Mathematical and Scientific Machine Learning 145, 1--28, 2021 | 37 | 2021 |
| Stochastic parameterization of subgrid-scale velocity enhancement of sea surface fluxes J Bessac, AH Monahan, HM Christensen, N Weitzel Monthly Weather Review 147 (5), 1447-1469, 2019 | 27 | 2019 |
| Comparison of hidden and observed regime-switching autoregressive models for (u, v)-components of wind fields in the Northeast Atlantic J Bessac, P Ailliot, J Cattiaux, V Monbet Advances in Statistical Climatology, Meteorology and Oceanography 2 (1), 1--16, 2016 | 26 | 2016 |
| Stochastic simulation of predictive space–time scenarios of wind speed using observations and physical model outputs J Bessac, E Constantinescu, M Anitescu | 20 | 2018 |
| Online data analysis and reduction: An important co-design motif for extreme-scale computers I Foster, M Ainsworth, J Bessac, F Cappello, J Choi, S Di, Z Di, AM Gok, ... The International Journal of High Performance Computing Applications 35 (6 …, 2021 | 18 | 2021 |
| Forecast score distributions with imperfect observations J Bessac, P Naveau Advances in Statistical Climatology, Meteorology and Oceanography 7 (2), 53--71, 2021 | 13 | 2021 |
| Nonstationary seasonal model for daily mean temperature distribution bridging bulk and tails M Krock, J Bessac, ML Stein, AH Monahan Weather and Climate Extremes 36, 100438, 2022 | 12 | 2022 |
| Gaussian linear state‐space model for wind fields in the North‐East Atlantic J Bessac, P Ailliot, V Monbet Environmetrics 26 (1), 29-38, 2015 | 12 | 2015 |
| Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets D Krasowska, J Bessac, R Underwood, JC Calhoun, S Di, F Cappello 2021 7th International Workshop on Data Analysis and Reduction for Big …, 2021 | 11 | 2021 |
| Power grid frequency prediction using spatiotemporal modeling A Lenzi, J Bessac, M Anitescu Statistical Analysis and Data Mining: The ASA Data Science Journal 14 (6 …, 2021 | 10 | 2021 |
| Scale‐aware space‐time stochastic parameterization of subgrid‐scale velocity enhancement of sea surface fluxes J Bessac, HM Christensen, K Endo, AH Monahan, N Weitzel Journal of Advances in Modeling Earth Systems 13 (4), 2021 | 10 | 2021 |
| Black-box statistical prediction of lossy compression ratios for scientific data R Underwood, J Bessac, D Krasowska, JC Calhoun, S Di, F Cappello The International Journal of High Performance Computing Applications 37 (3-4 …, 2023 | 9 | 2023 |
| Global sensitivity analysis for statistical model parameters JL Hart, J Bessac, EM Constantinescu SIAM/ASA Journal on Uncertainty Quantification 7 (1), 67-92, 2019 | 9 | 2019 |
| Statistical Treatment of Inverse Problems Constrained by Differential Equations-Based Models with Stochastic Terms EM Constantinescu, N Petra, J Bessac, CG Petra SIAM/ASA Journal on Uncertainty Quantification 8 (1), 170-197, 2020 | 7 | 2020 |
| Understanding the Effects of Modern Compressors on the Community Earth Science Model R Underwood, J Bessac, S Di, F Cappello 2022 IEEE/ACM 8th International Workshop on Data Analysis and Reduction for …, 2022 | 6 | 2022 |
Jiali WangEnvironmental Science Division, Argonne National Laboratory, IL, USAכתובת אימייל מאומתת בדומיין anl.gov