EM-T1Reliability Engineering & System Safety2022226: 108676-108676Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case studyJose Ignacio Aizpurua, Brian G. Stewart, S.D.J. McArthur, Markel Peñalba 等 7 人被引 46基金开放获取电气与电子工程
EM-T1Natural Hazards and Earth System Sciences201818(8): 2183-2202Probabilistic landslide ensemble prediction systems: lessons to be learned from hydrologyEkrem Canli, Martin Mergili, Benni Thiebes, Thomas Glade被引 95阅读 2高影响力 前 1%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链疏散行为与风险认知
EM-T1Stochastic Environmental Research and Risk Assessment202640(5)A physics-informed TA-GMM-HMM framework for probabilistic weather regime clustering and photovoltaic power predictionAbdallah Abdellatif, Hamza Mubarak, Harikrishnan Ramiah, Jeevan Kanesan被引 2高影响力 前 10%基金开放获取人工智能
EM-T1Natural Hazards and Earth System Sciences202121(11): 3509-3517A unified probabilistic framework for volcanic hazard and eruption forecastingWarner Marzocchi, Jacopo Selva, T. H. Jordan被引 19阅读 1基金开放获取统计、概率与不确定性
A+Operations ResearchUTD24FT50202573(6): 3260-3277Joint Bottom-up Method for Probabilistic Forecasting of Hierarchical Time SeriesNicolò Bertani, Shane T. Jensen, Ville Satopää被引 2开放获取管理科学与运筹学
A+Management ScienceUTD24FT50202269(5): 2713-2732Herding in Probabilistic ForecastsYanwei Jia, Jussi Keppo, Ville Satopää被引 14开放获取管理科学与运筹学
EM-T1Natural Hazards and Earth System Sciences202626(7): 3085-3106Enhancing long-term reservoir inflow forecasting: an integrated approach combining switch prediction method, ensemble rainfall forecasts, and machine learning techniquesHsuan-Yu Lin, Jhih-Huang Wang, Ming-Jui Chang被引 0基金开放获取有全文环境工程金融风险与机器学习
A+Manufacturing & Service Operations ManagementUTD24FT50202325(4): 1489-1508Probabilistic Forecasting of Patient Waiting Times in an Emergency DepartmentSiddharth Arora, James W. Taylor, Ho‐Yin Mak被引 31高影响力 前 10%紧急医疗服务金融风险与机器学习
EM-WoSComputers & Industrial Engineering2026222: 112372Digital Twin framework for a Smart Hydrogen Energy District: Real-time monitoring and probabilistic predictive analyticsQiao Chen, Walter Mérida被引 0开放获取工业与制造工程金融风险与机器学习
EM-T1Natural Hazards and Earth System Sciences202222(6): 1931-1954Hidden-state modeling of a cross-section of geoelectric time series data can provide reliable intermediate-term probabilistic earthquake forecasting in TaiwanHaoyu Wen, Hong‐Jia Chen, Chien‐Chih Chen, Massimo Pica Ciamarra 等 5 人被引 2开放获取地球物理学复合灾害与灾害链
EM-T1Natural Hazards and Earth System Sciences202626(10): 4861-4880Invited perspective: Uncertainties in natural systems may be uncomfortable, but ignoring them would be absurdWarner Marzocchi, Alberto Montanari, the RETURN-uncertainty task force被引 0基金开放获取社会学与政治学
EM-T1Journal of Flood Risk Management201812(1)Probabilistic flood forecasting in the Doce Basin in Brazil: Effects of the basin scale and orientation and the spatial distribution of rainfallJavier Tomasella, Andrea Gonçalves, Aline Schneider Falck, R. Oliveira Caram 等 10 人被引 22基金水科学与技术洪涝风险与减灾
EM-T1Natural Hazards and Earth System Sciences202020(1): 107-124Improving sub-seasonal forecast skill of meteorological drought: a weather pattern approachDoug Richardson, Hayley Jane Fowler, Chris G. Kilsby, Robert Neal 等 5 人被引 29基金开放获取大气科学
EM-T1Natural Hazards2021110(3): 1821-1845Verification of two hydrological models for real-time flood forecasting in the Hindu Kush Himalaya (HKH) regionKarma Tsering, Manish Shrestha, Kiran Shakya, Birendra Bajracharya 等 10 人被引 22基金开放获取水科学与技术洪涝风险与减灾疏散行为与风险认知
EM-T1Natural Hazards and Earth System Sciences202626(9): 4457-4477Bayesian forecasting of triggered landslidesFlavia Ferriero, Fausto Guzzetti, Warner Marzocchi被引 0基金开放获取环境管理、监测、政策与法规复合灾害与灾害链疏散行为与风险认知
EM-T1Natural Hazards and Earth System Sciences201919(10): 2295-2309Ensemble models from machine learning: an example of wave runup and coastal dune erosionTomas Beuzen, Evan B. Goldstein, Kristen D. Splinter被引 61阅读 1高影响力 前 10%基金开放获取地表过程金融风险与机器学习
A+Production and Operations ManagementUTD24FT502026EXPRESS: Let Clickstream Talk: A Graph Neural Network Approach to Sales ForecastingRong Liu, Zihan Chen, Denghui Zhang, Feng Mai 等 5 人被引 0管理科学与运筹学金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202439(1): 205-229Enhancing reservoir inflow forecasting precision through Bayesian Neural Network modeling and atmospheric teleconnection pattern analysisEhsan Vasheghani Farahani, Ali Reza Massah Bavani, Abbas Roozbahani被引 11基金开放获取环境工程金融风险与机器学习
EM-T1Natural Hazards and Earth System Sciences201818(3): 969-982A physics-based probabilistic forecasting model for rainfall-induced shallow landslides at regional scaleShaojie Zhang, Luqiang Zhao, Ricardo Delgado-Téllez, Hongjun Bao被引 82高影响力 前 10%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Stochastic Environmental Research and Risk Assessment202640(1)Improving sub-seasonal hydrological forecasts utilizing the randomness in Deep Learning modelsKonrad Bogner, Ryan S. Padrón被引 1基金开放获取环境工程金融风险与机器学习
