A+Operations ResearchUTD24FT50202472(5): 1906-1927Global Optimality Guarantees for Policy Gradient MethodsJalaj Bhandari, Daniel Russo被引 101阅读 2高影响力 前 10%人工智能
A+INFORMS Journal on ComputingUTD24202335(3): 633-651Gradient-Based Simulation Optimization Algorithms via Multi-Resolution System ApproximationsJingxu Xu, Zeyu Zheng被引 6阅读 2管理科学与运筹学
A+Operations ResearchUTD24FT50202271(5): 1815-1834Gradient-Based Algorithms for Convex Discrete Optimization via SimulationHaixiang Zhang, Zeyu Zheng, Javad Lavaei被引 14阅读 2开放获取管理科学与运筹学
A+INFORMS Journal on ComputingUTD24202437(4): 1018-1043An Efficient Optimization Model and Tabu Search–Based Global Optimization Approach for the Continuous p-Dispersion ProblemXiangjing Lai, Zhenheng Lin, Jin‐Kao Hao, Qinghua Wu被引 5阅读 3人工智能
A+INFORMS Journal on ComputingUTD24201830(1): 154-167Gradient-Based Adaptive Stochastic Search for Simulation Optimization Over Continuous SpaceEnlu Zhou, Shalabh Bhatnagar被引 10阅读 2基金管理科学与运筹学
A+Operations ResearchUTD24FT50202473(3): 1535-1557Quantile Optimization via Multiple-Timescale Local Search for Black-Box FunctionsJiaqiao Hu, Meichen Song, Michael C. Fu被引 14阅读 1高影响力 前 10%开放获取管理科学与运筹学
EM-T1International Journal of Disaster Risk Science2023Rapid Prediction Model for Urban Floods Based on a Light Gradient Boosting Machine Approach and Hydrological–Hydraulic ModelKui Xu, Zhentao Han, Hongshi Xu, Lingling Bin被引 76阅读 2高影响力 前 10%基金开放获取环境工程公平—效率权衡洪涝风险与减灾
EM-WoSInformation Sciences2026757: 123894A new subspace minimization conjugate gradient algorithm without explicit use of gradient termsLihui Peng, Yihuai Xu, Gan Xiao, Bingshuo Wu 等 5 人被引 0阅读 3开放获取数值分析
A+Manufacturing & Service Operations ManagementUTD24FT50202124(3): 1650-1663Effective Online Order Acceptance Policies for Omnichannel FulfillmentSu Jia, Jeremy Karp, R. Ravi, SRIDHAR R. TAYUR被引 25阅读 1高影响力 前 10%管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
A+Operations ResearchUTD24FT502018217-247其他Nonlinear OptimizationMichael W. Carter, Camille C. Price, Ghaith Rabadi被引 1阅读 6数值分析
A+INFORMS Journal on ComputingUTD242026Robust Data-Driven Quasi-Concave OptimizationJian Wu, William B. Haskell, Wenjie Huang, Huifu Xu被引 0阅读 2管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Natural Hazards2023120(1): 297-319A new, fast, and accurate algorithm for predicting soil slope stability based on sparrow search algorithm-back propagationBinbin Zheng, Jiahe Wang, Shuhu Feng, Han Seok Yang 等 7 人被引 11阅读 3基金安全、风险、可靠性与质量
EM-T2Injury Prevention2026ip-2025-046038综述Mortality prediction of road traffic crash with artificial intelligence: a systematic reviewAmirhossein Zarei, Homayoun Sadeghi-bazargani, Zahra Azadmanjir被引 0阅读 3开放获取安全、风险、可靠性与质量金融风险与机器学习
A+INFORMS Journal on ComputingUTD242026Uniformly Optimal and Parameter-Free First-Order Methods for Convex and Function-Constrained OptimizationQi Deng, Guanghui Lan, Zhenwei Lin被引 0阅读 2开放获取人工智能
EM-T2Journal of Hazardous Materials2025489: 137665-137665Robust prediction of water arsenic levels downstream of gold mines affected by acid mine drainage using hybrid ensemble machine learning and soft computingEzzeddin Bakhtavar, Shahab Hosseini, Haroon R. Mian, Kasun Hewage 等 5 人被引 15阅读 3高影响力 前 10%开放获取环境工程金融风险与机器学习
A+Production and Operations ManagementUTD24FT50202535(3): 1151-1170Maximizing Customer Retention in Multi-session Training Service: Model and AlgorithmQiuwei Guo, Yifu Li, Lindong Liu, Lifei Sheng被引 0阅读 1基金组织行为与人力资源管理
EM-T1Geomatics, Natural Hazards and Risk202617(1)Machine learning surrogates for flash flood hazard mapping: CSI-optimized feature selection and spatial transferabilityAman Arora, Pierre Nicolle, Olivier Payrastre被引 0阅读 2开放获取全球变化洪涝风险与减灾金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202640(2)Interpretable machine learning framework for air quality prediction in Istanbul using Shapley additive explanations (SHAP)Enes Birinci, Ömer Ekmekcioğlu, Hüseyin Özdemir, Ali Deniz被引 12阅读 2高影响力 前 1%基金开放获取环境工程金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202112(1): 581-604Optimizing Sector Ring Histogram of Oriented Gradients for human injured detection from drone imagesMarzieh Ghasemi, Masood Varshosaz, Saied Pirasteh, Ghazal Shamsipour被引 11阅读 1开放获取计算机视觉与模式识别应急物资配置与人道物流
EM-T1Geomatics, Natural Hazards and Risk202617(1)Simulation-driven digital twin framework for drought-risk mitigation in groundwater reservoirs via hierarchical optimizationTao Chen, Bin Wu, Dachun Chen, Mingliang Du 等 6 人被引 2阅读 4高影响力 前 10%基金开放获取海洋工程
