Publications

Title Author Year Publication type
Deep Speech Pattern Analysis of Controller-Pilot Voice Communications for Enhancing Future Aviation Systems Safety Rakas, Jasenka; Sohn, Sungmin; Keslerwest, Lee; Krozel, Jimmy 2023 Conference Paper
Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023) STL combining LSTM for long-term predicting airport traffic flow Wang, Ziming; Wang, Yanjun; Zhao, Yaoshuai; Hansen, Mark; Delahaye, Daniel 2023 Conference Paper
UAV Scheduling Strategies in Multi-modal Last-Mile Urban Parcel Delivery Li, Ang; Hansen, Mark; Zou, Bo 2023 Conference Paper
Cooperative Driving for Speed Harmonization in Mixed-Traffic Environments Fu, Zhe; Kreidieh, Abdul Rahman; Wang, Han; Lee, Jonathan W.; Monache, Maria Laura Delle; Alexandre Bayen 2023 Conference Paper
Do Incentives Make a Difference? Understanding Smart Charging Program Adoption for Electric Vehicles Wong, Steven D.; Susan Shaheen; Martin, Elliot PhD; Uyeki, Robert 2023 Journal Article
A Futures Market for Demand Responsive Travel Pricing Fournier, Nicholas; Anthony Patire; Alexander Skabardonis; University of California, Berkeley 2023 Research Report
Intersense: An XGBoost Model for Traffic Regulator Identification at Intersections Through Crowdsourced GPS Data Vlachogiannis, Dimitris; Scott Moura; Macfarlane, Jane 2023 Journal Article
Developing a Safe System Approach to Setting Speed Limits Griswold, Julia B; Lutzker, Liza; Fournier, Nicholas; Grembek, Offer; Fox, Jenn; Shahum, Leah; University of California, Berkeley; Vision Zero Network 2023 Research Report
Area Under the Curve as an Alternative to Latent Growth Curve Modeling When Assessing the Effects of Predictor Variables on Repeated Measures of a Continuous Dependent Variable Daniel Rodriguez 2023 Journal Article
Parameter Estimation for Decoding Sensor Signals Nice, Matthew; Bunting, Matthew; Zachár, Gergely; Bhadani, Rahul; Alexandre Bayen 2023 Conference Paper
Approaches for Synthesis and Deployment of Controller Models on Automated Vehicles for Car-Following in Mixed Autonomy Bhadani, Rahul; Bunting, Matthew; Nice, Matthew; Alexandre Bayen 2023 Conference Paper
Transportation Network Companies Might Be Pulling Riders from Public Transit, but This Could Change Susan Shaheen; Martin, Elliot, PhD; Stocker, Adam 2023 Research Report
Optimal Dispatch and Routing of Electrified Heavy-Duty Truck Fleets: A Case Study with Fleet Data Wang, Ruiting; Zeng, Teng; Keyantuo, Patrick; Sandoval, Jairo; Vishwanath, Aashrith; Borhan, Hoseinali; Scott Moura 2023 Conference Paper
Optimal Operation with Robo-chargers in Plug-in Electric Vehicle Charging Stations Ju, Yi; Zeng, Teng; Allybokus, Zaid; Scott Moura 2023 Conference Paper
Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction Zhong, Weiheng; Meidani, Hadi; Macfarlane, Jane 2023 Preprint
Authorized Vehicles Only: Police, Parking, and Pedestrian Access in New York City Moran, Marcel E 2023 White Paper
Advanced Air Mobility Community Integration Considerations Playbook Cohen, Adam; Hasan, Shahab; Mendonca, Nancy L.; Wulff, Yolanka 2023 Research Report
Thin Concrete Overlay on Asphalt Pilot Project at Woodland SR 113: Initial Performance Mateos, Angel; Harvey, John; McMillan, Miguel Angel; Paniagua, Fabian; Yang, Shou 2023 Research Report
Control for Societal-Scale Challenges: Road Map 2030 Alleyne, Andrew; Allgöwer, Frank; Ames, Aaron D.; Alexandre Bayen 2023 Book
A Deep Learning-Based Predictive Controller for the Optimal Charging of a Lithium-Ion Cell with Non-Measurable States Pozzi, Andrea; Scott Moura; Toti, Daniele 2023 Journal Article
Optimizing Mixed Autonomy Traffic Flow with Decentralized Autonomous Vehicles and Multi-Agent Reinforcement Learning Vinitsky, Eugene; Lichtle, Nathan; Parvate, Kanaad; Alexandre Bayen 2023 Journal Article
Bicycle Use in Latin American Cities: Changes Over Time by Socio-Economic PositionBicycle Use in Latin American Cities: Changes Over Time by Socio-Economic Position Avila-Palencia, I; Gouveia. N; Jáuregui, A; Mascolli, M; Daniel Rodriguez; Slovic, A; Sarmiento, O 2023 Journal Article
Unified Automatic Control of Vehicular Systems with Reinforcement Learning Yan, Zhongxia; Kreidieh, Abdul Rahman; Vinitsky, Eugene; Alexandre Bayen 2023 Journal Article
In-person, Pick up or Delivery? Evolving Patterns of Household Spending Behavior Through the Early Reopening Phase of the COVID-19 Pandemic Said, Maher; Tahlyan, Divyakant; Stathopoulos, Amanda; Mahmassani, Hani; Joan Walker; Susan Shaheen 2023 Journal Article
Benefits of Satellite Navigation to U.S. Airports Using Ground Based Augmentation System (GBAS) Qui, Shi; Rakas, Jasenka 2023 Conference Paper
Noise Footprint of Electric Aviation at Regional Airports: A Case Study of VNY Datey, Aboli; Kao, Bryan; Francisco, Renee; Moradpour, Megan; Kim, Robin; Bronicki, Nadav; Rakas, Jasenka 2023 Conference Paper
Zero-Emission Bus Implementation Guidebook for California Transit Fleets Lipman, Timothy, PhD; Rogers, Emily, MS 2023 Research Report
Willingness of Hurricane Irma Evacuees to Share Resources: A Multi-modeling Approach Wong, Stephen D.; Yu, Mengqiao; Kuncheria, Anu; Susan Shaheen; Joan Walker 2023 Journal Article
Lane-Change in Dense Traffic With Model Predictive Control and Neural Networks Bae, Sangjae; Isele, David; Nakhaei, Alireza; Xu, Peng; Añon, Alexandre Miranda; Choi, Chiho; Fujimura, Kikuo; Scott Moura 2023 Journal Article
Airborne Flight Time: A Comparative Analysis between the U.S. and China Liu, Ke; Zheng, Zhe; Zou, Bo; Hansen, Mark 2023 Research Report
Future of Aviation: Advancing Aerial Mobility through Technology, Sustainability, and On-Demand Flight Cohen, Adam; Susan Shaheen 2023 Conference Paper
Simulating the Impact of Dynamic Rerouting on Metropolitan-scale Traffic Systems Chan, Cy; Kuncheria, Anu; Macfarlane, Jane 2023 Journal Article
Assessing Area Under the Curve as an Alternative to Latent Growth Curve Modeling for Repeated Measures Zero-Inflated Poisson Data: A Simulation Study Daniel Rodriguez 2023 Journal Article
Understanding Congestion Propagation by Combining Percolation Theory with the Macroscopic Fundamental Diagram Ambühl, Lukas; Menendez, Monica; González, Marta C. 2023 Journal Article
The Impact of Truck Platooning Action on Asphalt Pavement: A Parametric Study Leiva-Padilla, Paulina; Blanc, Juliette; Hammoum, Ferhat; Salgado, Aitor; Chailleux, Emmanuel; Mateos, Angel; Hornych, Pierre 2023 Journal Article
TMDD Standards Update Recommendations – Data Structures Peterson, Brian 2023 Research Report
Space Exploration: The Role for Public-Private Research and Development Partnerships Rausser, Gordon; Choi, Elliot; Alexandre Bayen 2023 Research Report
Joint Design for Electric Fleet Operator and Charging Service Provider: Understanding the Non-Cooperative Nature Zhao, Yiqi; Zeng, Teng; Allybokus, Zaid; Guo, Ye; Scott Moura 2023 Journal Article
Longitudinal Deep Truck: Deep Longitudinal Model with Application to sim2real Deep Reinforcement Learning for Heavy-duty Truck Control in the Field Albeaik, Saleh; Wu, Trevor; Vurimi, Ganeshnikhil; Chou, Fang-Chieh; Lu, Xiao-Yun 2023 Journal Article
Investigating the “Whole-Life Performance” of Representative Profile Extraction for Microgrid Planning Xie, Linfeng; Ju, Yi; Wang, Zhe; Su, Zhihan; Scott Moura; Lin, Borong 2023 Conference Paper
Valuation of Urban Public Bus Electrification with Open Data and Physics-Informed Machine Learning Vijay, Upadhi; Woo, Soomin; Scott Moura; Jain, Akshat; Rodriguez, David; Gambacorta, Sergio; Ferrara, Giuseppe; Lanuzza, Luigi; Zulberti, Christian; Mellekas, Erika; Papa, Carlo 2023 Journal Article
Pricing Scheme Design for Vehicle-to-Grid Considering Customers Risk-Aversive Behaviors Ju, Yi; Scott Moura 2023 Conference Paper
A Virtual Reality Environment for Developing and Testing Autonomous UAV-Based Structural Inspection Peng, Xin; Su, Gaofeng; Chen, ZhiQiang; Sengupta, Raja 2023 Conference Paper
RAP and RAS in HMA Pilot Project on ELD 49: Material Testing, Observations, and Findings Harvey, John; Buscheck, Jeff; Brotschi, Julian; Rahman, Mohammad; Mateos, Angel; Jones, David 2023 Research Report
Joint Mobility and Vehicle-to-Grid Coordination in Rebalancing Shared Mobility-on-Demand Systems Zeng, Teng; Scott Moura; Zhou, Zhe 2023 Journal Article
Integrating Physics-Based Modeling with Machine Learning for Lithium-Ion Batteries Tu, Hao; Scott Moura; Wang, Yebin; Fang, Huazhen 2023 Journal Article
Life-Cycle Approach to Healthy Airport Terminal Buildings: Spatial-Temporal Analysis of Mitigation Strategies for Addressing the Pollutants that Affect Climate Change and Human Health Greer, Fiona; Horvath, Arpad; Rakas, Jasenka 2023 Journal Article
Truck Platooning Action on Asphalt Pavements: A case study Leiva-Padilla, Paulina; Blanc, Juliette; Salgado, Aitor; Mateos, Angel; Hammoum, Ferhat; Honrych, Pierre 2023 Research Report
Deadline Differentiated Dynamic EV Charging Price Menu Design Lu, Chenbei; Wu, Jiaman; Cui, Jingshi; Xu, Yanyan; Wu, Chenye; Gonzalez, Marta C. 2023 Journal Article
Robust Estimation of State of Charge in Lithium Iron Phosphate Cells Enabled by Online Parameter Estimation and Deep Neural Networks Shi, Junzhe; Kato, Dylan; Jiang, Shida; Dangwal, Chitra; Moura, Scott 2023 Journal Article