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Paul Schonfeld

University of Maryland

47H-index
417Paper Count
7.2KCitation Count
Published Papers 119
Publication Date
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Adaptive railway alignment optimization via graph convolutional network-enhanced reinforcement learning in constrained environments
errApplied Soft Computing
IF6.6
err2026-04-20
err0
PREAI
errXinjie Wan; Hao Pu; Paul Schonfeld; Yang Ran; Lihui Peng
errShare
errSave
Seismic railway alignment optimisation integrating probabilistic fault-crossing risk assessment
errgeorisk: assessment and management of risk for engineered systems and geohazards
IF0
err2026-04-12
err0
PREAI
errTaoran Song; Hao Pu; T. Y. Yang; Paul Schonfeld; Xinjie Wan; Xiaochuan Ma; Wei Liu
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errSave
A Digital Twin Environment for integrated management of highway construction
errInternational Journal of Construction Management
IF3.4
err2026-03-14
err0
PREAI
errChunhua Han; Heqin Zhou; Paul Schonfeld; Shunbiao Xue; Yan Zhang
errShare
errSave
Distributionally robust optimization with bi-hazard seismic risks evaluation for railway planning and design
errTransportation Geotechnics
IF5.5
err2026-02-21
err0
PREAI
errXinjie Wan; Taoran Song; Hao Pu; T.Y. Yang; Paul Schonfeld; Chang He; Jianping Hu
errShare
errSave
Two-stage automated design of railway vertical alignments with topography-driven Fourier transform and constrained A-Star search
errEngineering Applications of Artificial Intelligence
IF8
err2026-02-09
err0
PREAI
errTaoran Song; Hao Pu; Hong Zhang; Paul Schonfeld; Lihui Peng
errShare
errSave
Bi-level optimization of railway alignments considering earthwork allocation and transportation
errIntegrated Computer-Aided Engineering
IF5.3
err2026-01-21
err0
PREAI
errHao Pu; Ting Hu; Chunyan Lv; Taoran Song; Paul Schonfeld; Wei Li; Jianping Hu
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errSave
A 3D existing railway alignment recreation method based on particle swarm optimization and Mesh Adaptive direct search
errExpert Systems with Applications
IF7.5
err2025-10-30
err0
PREAI
errYang Ran; Wei Li; Xinjie Wan; Hao Pu; Paul Schonfeld; Cheng Lu; Zhenya Zhang; Lihui Peng
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errSave
Integrating energy harvesting, ride stability and cost in sustainable railway design
errTransportation Research Part D: Transport and Environment
IF0
err2025-10-23
err0
PREAI
errXinjie Wan; Hao Pu; Paul Schonfeld; Yang Ran; Lihui Peng; Yaowen Yang
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errSave
A hybrid proximal policy optimization and particle swarm algorithm for highway alignment optimization
errAdvanced Engineering Informatics
IF9.9
err2025-10-21
err0
PREAI
errHao Pu; Qingxin Zeng; Taoran Song; Paul Schonfeld; Guanghui Wang; Wei Li; Lihui Peng; Jianping Hu
errShare
errSave
Strategic Location Planning for Electric Truck Charging Stations using Truck Trajectory Data
errTRANSPORTATION RESEARCH RECORD
IF1.8
err2025-10-01
err0
PREAI
errLi, Zheyu; Choi, Youngmin; Schonfeld, Paul
errShare
errSave
Public Charging Facility Location Modeling with Route Choice Behavior of Multiple User Classes
errNETWORKS & SPATIAL ECONOMICS
IF1.5
err2025-10-01
err0
errOAAI
errLin, Chen-Yen; Lu, Chung-Cheng; Schonfeld, Paul M.
errShare
errSave
Non-specific obstacle detection in the railway track area based on deep learning
errENGINEERING RESEARCH EXPRESS
IF1.6
err2025-09-30
err0
PREAI
errLou, Wanting; Miao, Kun; Schonfeld, Paul; Xiao, Zhi
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errSave
Joint optimization of capacity expansion timing and increment in airport terminals: addressing stochastic demand and logistic growth
errTransportation Research Part C: Emerging Technologies
IF0
err2025-09-29
err0
PREAI
errZiyue Li; Qianwen (Vivian) Guo; Paul Schonfeld
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errSave
Transformer-guided optimization of railway alignments using an adaptive rapidly-exploring random tree algorithm
errApplied Soft Computing
IF6.6
err2025-09-24
err0
PREAI
errXinjie Wan; Hao Pu; Paul Schonfeld; Yang Ran; Taoran Song; Lihui Peng
errShare
errSave
Data-driven distributionally robust optimization of railway alignments in earthquake-prone regions considering active fault zone risks
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-09-01
err0
errOAAI
errTaoran Song; Hao Pu; T. Y. Yang; Paul Schonfeld; Wei Guo; Xiao Pan; Jianping Hu
errShare
errSave
Hybrid Ensemble Learning Model Combining BERT and CNN for Predicting Urban Rail Transit Accident Consequences
errIEEE Transactions on Intelligent Transportation Systems
IF8.4
err2025-08-01
err0
PREAI
errJie Liu; Weiyi Liu; Xinyao Li; Anthony Chen; Paul M. Schonfeld; Bo Du
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errSave
Assessing the economic and environmental sustainability of urban integrated railway-highway bridges
errtransportation research part d transport and environment
IF0
err2025-06-12
err0
PREAI
errSentayehu Lelisa Dirirsa; Yan Gao; Paul Schonfeld; Qiushi Wan; Shuangting Xu; Eskindir Ayele Atumo; Qing He
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errSave
Tunnel location optimization for railway alignment design in complex mountainous regions
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-06-01
err0
PREAI
errWan, Xinjie; Pu, Hao; Schonfeld, Paul; Ran, Yang; Song, Taoran; Li, Wei; Hu, Jianping
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errSave
A bidirectional bi-objective graph search model for sustainable urban railway alignment optimization
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-05-14
err0
PREAI
errZhang, Tianlong; Gao, Yan; Xu, Shuangting; Deng, Ting; He, Qing; Schonfeld, Paul; Zou, Yang; Liang, Dong; Wang, Ping
errShare
errSave
Multi-task graph-based model for metro flow prediction under dynamic urban conditions
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-05-12
err0
errOAAI
errLu Zhao; Linmu Zou; Zijia Wang; Taoran Song; Paul Schonfeld; Feng Chen; Rui Li; Pengcheng Li
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
刘
刘威 (Wei Liu)
H-index: 95 · Papers: 1.8K
张威 cover
张威 (Wei Zhang)
H-index: 82 · Papers: 2.5K
X
Xiaoming Li
H-index: 78 · Papers: 1.2K
王青元 cover
王青元 (Qingyuan Wang)
H-index: 78 · Papers: 1.5K
B
Bruce Golden
H-index: 74 · Papers: 468
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