A+Management ScienceUTD24FT50202268(12): 8680-8698Risk Guarantees for End-to-End Prediction and Optimization ProcessesNam Ho-Nguyen, Fatma Kılınç-Karzan被引 28阅读 2管理科学与运筹学
A+Manufacturing & Service Operations ManagementUTD24FT50202628(3): 841-859On Data-Driven Prescriptive Analytics with Side Information: A Regularized Nadaraya–Watson ApproachYijie Wang, Prateek R. Srivastava, Grani A. Hanasusanto, Chin Pang Ho被引 4阅读 1高影响力 前 1%管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）预测—优化与决策导向学习
EM-T1International Journal of Disaster Risk Science202415(1): 116-133Using Machine Learning to Identify and Optimize Sensitive Parameters in Urban Flood Model Considering Subsurface CharacteristicsHengxu Jin, Yu Zhao, Pengcheng Lu, Shuliang Zhang 等 7 人被引 10阅读 2基金开放获取环境工程洪涝风险与减灾金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202134(1): 463-480Learning for Constrained Optimization: Identifying Optimal Active Constraint SetsSidhant Misra, Line Roald, Yeesian Ng被引 99阅读 1高影响力 前 1%开放获取数值分析
EM-T1Reliability Engineering & System Safety2027277: 113259Long-term risk-informed ship design optimizationTomoki Takami, Masaru Kitahara, Atsuo Maki, Ulrik Dam Nielsen 等 5 人被引 0阅读 1基金开放获取统计、概率与不确定性
A+Operations ResearchUTD24FT50202473(1): 109-138Online Learning for Constrained Assortment Optimization Under Markov Chain Choice ModelShukai Li, Qi Luo, Zhiyuan Huang, Cong Shi被引 6阅读 2高影响力 前 10%管理信息系统
A+INFORMS Journal on ComputingUTD24201729(2): 332-349Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic OptimizationSomayeh Moazeni, Warren B. Powell, Boris Defourny, Belgacem Bouzaïene-Ayari被引 7阅读 1计算理论与数学
EM-T1Natural Hazards and Earth System Sciences202525(10): 4185-4202Particle and front tracking in experimental and computational avalanche dynamicsMichael Neuhäuser, Anselm Köhler, Anna Wirbel, Felix Oesterle 等 8 人被引 4阅读 1高影响力 前 10%基金开放获取环境管理、监测、政策与法规
EM-T1Reliability Engineering & System Safety2027277: 113172Parameter estimation and reliability assessment of systems subject to degradation and random shocks: A stochastic variational inference approachRenjia Wang, Tangfan Xiahou, Ling Huang, Yingnan Zhang 等 5 人被引 0阅读 4基金开放获取安全、风险、可靠性与质量
EM-T1Journal of Flood Risk Management202014(1)A novel simulation–optimization strategy for stochastic‐based designing of flood control dam: A case study of Jamishan damAhmad Sharafati, Zaher Mundher Yaseen, Shamsuddin Shahid被引 19开放获取海洋工程洪涝风险与减灾
EM-T1Natural Hazards Review202526(3)Machine Learning-Aided Performance-Based Optimal Design of Steel Moment-Resisting Frames Using NSGA-IISina Bakhshinezhad, Ehsan Mansouri, Seong‐Hoon Jeong被引 4阅读 2土木与结构工程复合灾害与灾害链金融风险与机器学习
A+Operations ResearchUTD24FT50202674(4): 1909-1931Online Joint Assortment-Inventory Optimization Under MNL ChoicesYong Liang, Xiaojie Mao, Shiyuan Wang被引 1高影响力 前 10%开放获取管理信息系统
EM-T1Reliability Engineering & System Safety2024249: 110229-110229Cost optimization and reliability analysis of fault tolerant system with service interruption and rebootMadhu Jain, Pankaj Kumar, Mayank Singh, Ritu Gupta被引 11阅读 2基金开放获取安全、风险、可靠性与质量
A+Manufacturing & Service Operations ManagementUTD24FT50202224(5): 2741-2760Online Personalized Assortment Optimization with High-Dimensional Customer Contextual DataSentao Miao, Xiuli Chao被引 27阅读 1高影响力 前 10%管理科学与运筹学
EM-WoSExpert Systems with Applications2027333: 134177Domain-informed graph neural network and evolutionary computations for relational property enhancement in additive manufacturingTarequl Islam, Mozammel Mia, Golam Imran, Md Imran Hasan Tusar 等 5 人被引 0阅读 3开放获取机械工程
EM-T1Reliability Engineering & System Safety2026275: 112773-112773Maintenance optimization for asset networks with unknown degradation parametersPeter Verleijsdonk, Collin Drent, Stella Kapodistria, Willem L. van Jaarsveld被引 0阅读 2基金开放获取安全、风险、可靠性与质量
A+INFORMS Journal on ComputingUTD242026Function-on-Function Gaussian Process with Application in Robust Parameter DesignJingru Huang, H T Xu, Yifei Gao, Chen Zhang被引 1阅读 2高影响力 前 10%人工智能金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202134(1): 333-353The Value of Randomized Solutions in Mixed-Integer Distributionally Robust Optimization ProblemsErick Delage, Ahmed Saif被引 28阅读 1管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）
A+Operations ResearchUTD24FT50201664(2): 474-494Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory ProblemsAmir Ardestani-Jaafari, Erick Delage被引 103阅读 1高影响力 前 10%管理科学与运筹学不确定性优化（随机/鲁棒/DRO/CVaR）
EM-WoSExpert Systems with Applications2027332: 133667A dynamic multi-objective evolutionary algorithm with direction-guided hybrid response and sensitive-dimension-based two-stage evolutionHaoming Dong, Lizhong Yao, Haijun Luo, Pengjie Qin 等 6 人被引 0阅读 3开放获取计算理论与数学
