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| Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Chowdhuri I.; Pal S.C.; Chakrabortty R.; Malik S.; Das B.; Roy P.
  收藏 | 浏览/下载：49/0 | 提交时间：2021/09/01
Boosted regression tree Ensemble methods Landslide susceptibility Logistic regression Random forest |
| Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder 期刊论文
, 2020, 卷号: 142
作者: Liu M.; Grana D.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Aquifers Boreholes Carbon capture Carbon dioxide Convolution Digital storage Forecasting Geological surveys Hydrogeology Inverse problems Large dataset Offshore oil well production Petrophysics Porosity Seismology Stochastic systems Carbon dioxide sequestration Deep saline aquifers Ensemble-based method Machine learning methods Monitoring measurements Petro-physical characterizations Petrophysical properties Stochastic approach Learning systems accuracy assessment aquifer carbon dioxide carbon sequestration carbon storage leakage monitoring permeability physical property porosity precision underground storage |
| Upscaling capillary pressure curves for numerical modeling of gravity-capillary driven flow 期刊论文
, 2020, 卷号: 142
作者: Cheng K.B.; Rabinovich A.
收藏 | 浏览/下载：24/0 | 提交时间：2020/07/28
Capillary tubes Capillary pressure curves Capillary-driven flows Ensemble averages Fine-scale simulation Gravity segregation Objective functions Spatial and temporal variation Upscaling methods Capillarity capillary pressure gravity flow numerical model permeability spatial variation temporal variation upscaling |
| Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC 期刊论文
, 2020, 卷号: 141
作者: Reuschen S.; Xu T.; Nowak W.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Markov chains Monte Carlo methods Tempering Conditional probabilities Ensemble Kalman Filter Gaussian assumption Geostatistical inversion Geostatistical models Markov chain Monte Carlo method Multiple-point geostatistics Parallel tempering Gaussian distribution Bayesian analysis Gaussian method geostatistics Kalman filter Markov chain Monte Carlo analysis steady-state equilibrium |
| The Traveling Pilot Point method. A novel approach to parameterize the inverse problem for categorical fields 期刊论文
, 2020, 卷号: 138
作者: Khambhammettu P.; Renard P.; Doherty J.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Aquifers Embedded systems Monte Carlo methods Parameter estimation Stochastic systems Water levels Categorical inversion Multiple-point statistics Null space Sub-space methods Traveling pilot points Inverse problems aquifer ensemble forecasting hydrological modeling inverse analysis Monte Carlo analysis parameter estimation stochasticity |
| Prediction of PM2.5 concentrations at the locations of monitoring sites measuring PM10 and NOx, using generalized additive models and machine learning methods: A case study in London 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 240
作者: Analitis A.; Barratt B.; Green D.; Beddows A.; Samoli E.; Schwartz J.; Katsouyanni K.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Ensemble methods Environmental exposure London case study PM2.5 prediction Random forest |
