Publications

Title Author Year Publication type
Integrating Physics-Based Modeling with Machine Learning for Lithium-Ion Batteries Tu, Hao; Scott Moura; Wang, Yebin; Fang, Huazhen 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; Scott Moura 2023 Journal Article
A Hierarchical MPC Approach to Car-Following via Linearly Constrained Quadratic Programming Wu, Fangyu; Alexandre Bayen 2023 Journal Article
Distributionally Robust and Data-Driven Solutions to Commercial Vehicle Routing Problems Keyantuo, Patrick; Wang, Ruiting; Zeng, Teng; Vishwanath, Aashrith; Borhan, Hoseinali; Scott Moura 2023 Journal Article
Creating, Calibrating, and Validating Large-Scale Microscopic Traffic Simulation Cabannes, Theophile; Bagabaldo, Alben Rome; Gan, Qianxin; Jain, Ayush; Blondel, Alice; Alexandre Bayen 2023 Conference Paper
Global Sensitivity Analysis of 0-D Lithium Sulfur Electrochemical Model Dangwal, Chitra; Kato, Dylan; Huang, Zhijia; Kandel, Aaron; Moura, Scott 2023 Journal Article
A Proof of Kirchhoff's First Law for Hyperbolic Conservation Laws on Networks Alexandre Bayen; Keimer, Alexander; Müller, Nils 2023 Journal Article
A Nonlinear Fractional-Order Dynamical Framework for State of Charge Estimation of LiFePO4 Batteries in Electric Vehicles Borah, Manashita; Moura, Scott; Kato, Dylan; Lee, Jaewoong 2023 Journal Article
Conclusion: Reflections and Lessons from the Pandemic Bayen, Alexandre M.; Jayakrishnan, R.; Circella, Giovanni; Loukaitou-Sideris, Anastasia 2023 Book Chapter
Longitudinal Tracking Survey to Understand Changing Consumer Spending, Telework and Mobility Patterns Through the Pandemic Tahlyan, Divyakant; Said, Maher; Mahmassani, Hani; Stathopoulos, Amanda; Susan Shaheen; Joan Walker 2022 Web Page
The Urban Built Environment and Adult BMI, Obesity, and Diabetes in Latin American Cities Anza-Ramirez, C; Lazo, M; Zafra-Tanaka, J; Avila-Palencia, I; Bilal, U; Hernández-Vásquez, A; Knoll, C; Lopez-Olmedo, N; Mazariegos, M; Moore, K; Daniel Rodriguez; Sarmiento, O; Stern, D; Tumas, N; Miranda, J 2022 Journal Article
Analysis of Teleworkers’ Experiences, Adoption Evolution and Activity Patterns Through the Pandemic Tahlyan, Divyakant; Hamad, Nadim; Said, Maher; Mahmassani, Hani; Stathopoulos, Amanda; Susan Shaheen; Joan Walker 2022 Web Page
Deployment Paths of ATIS: Impact on Commercial Vehicle Operations, Private Sector Providers and the Public Sector Regan, Amelia C.; Golob, Thomas F. 2022 Research Report
Shared Micromobility: Policy, Practices, and Emerging Futures Susan Shaheen; Cohen, Adam; Broader, Jacquelyn 2022 Book Chapter
Mobility on Demand and Automated Driving Systems: A Framework for Public-Sector Assessment 2022 Susan Shaheen; Adam Cohen; Broader, Jacquelyn; Hoban, Sarah; Auer, Ashley; Cordahi, Gustave; Kimmel, Shawn 2022 Book
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games Yu, Chao; Velu, Akash; Vinitsky, Eugene; Gao, Jiaxuan; Alexandre Bayen 2022 Journal Article
Modelo de Aseguramiento de la Calidad y Perfil de Rector Universitario: Análisis de Criterios de Calidad Hernández, A; Martel, K; Pérez, F; Daniel Rodriguez 2022 Journal Article
Differentially Private Map Matching for Mobility Trajectories Haydari, Ammar; Chuah, Chen-Nee; Zhang, Michael; Jane Macfarlane; Peisert, Sean 2022 Conference Paper
Is City-Level Travel Time by Car Associated with Individual Obesity or Diabetes in Latin American Cities? Evidence from 178 Cities in the SALURBAL Project Delclos-Alió, X; Daniel Rodriguez; Olmedo, N; Ferrer, C; Moore, K; Stern, D; Menezes, M; Cardoso, L; Wang, X; Guimaraes, J; Miranda, J; Sarmiento, O 2022 Journal Article
Advancing Road User Charge (RUC) Models in California: Understanding Social Equity and Travel Behavior Impacts Lazarus, Jessica; Broader, Jacquelyn; Cohen, Adam; Alexandre Bayen; Susan Shaheen 2022 Research Report
EEZ Mobility: A Tool for Modeling Equitable Installation of Electric Vehicle Charging Stations Clark, Callie; Ozturk, Ayse Tugba; Hong, Preston; Marta Gonzalez; Scott Moura 2022 Research Report
Aligning Sustainability and Regional Earthquake Hazard Mitigation Planning: Integrating Greenhouse Gas Emissions and Vertical Equity Kavvada, Ioanna; Scott Moura; Horvath, Arpad 2022 Journal Article
Calibration of a Mechanistic-Empirical Cracking Model Using Network-Level Field Data Wu, Rongzong; Harvey, John; Lea, Jeremy; Jones, David; Louw, Stephanus; Angel Mateos; Hernandez-Fernandez, Noe; Shrestha, Raghubar; Holland, Joe 2022 Journal Article
Mobility on Demand (MOD) Sandbox Demonstration: Los Angeles County and Puget Sound First and Last Mile Partnership with Via Evaluation Report Martin, Elliot; Wong, Stephen; Adam Cohen; Soysal, Sena; Susan Shaheen; Brown, Les 2022 Research Report
New Frontiers of Freeway Traffic Control and Estimation Delle Monache, M. L.; Pasquale, C.; Barreau, M.; Stern, R. 2022 Conference Paper
EEZ Mobility: A Toolf or Modeling Equitable Installation of Electric Vehicle Charging Stations Clark, Callie; Ozturk, Ayse Tugba; Hong, Preston; Marta Gonzalez; Scott Moura 2022 Research Report
Future of Work: Scenario Planning for COVID-19 Recovery Pan, Alexandra; Susan Shaheen 2022 Research Report
Health and Environmental Co-Benefits of City Urban Form in Latin America: An Ecological Study Avila-Palencia, I; Sánchez, BN; Daniel Rodriguez; Perez-Ferrer; Miranda, J; Gouveia, N; Bilal, U; Useche, A; Wilches-Mogollon, M; Moore, K; Sarmiento, O; Roux, AV Diez 2022 Journal Article
Effect of Small Bowel Transit Time on Accuracy of Video Capsule Endoscopy in Evaluating Suspected Small Bowel Bleeding Mohan, N; Jarrett, S; Pop, A; Daniel Rodriguez; Dudnick, R 2022 Journal Article
Advancing Social Equity and Congestion Relief: Understanding the Travel Needs of Underserved Populations That Rely on Transportation Network Companies in the San Francisco Bay Area Susan Shaheen; Gosselin, Kate; Broader, Jacquelyn; Cohen, Adam 2022 Research Report
Understanding the Travel Needs of Underserved Populations That Rely on Transportation Network Companies in the San Francisco Bay Area Susan Shaheen; Adam Cohen; Gosselin, Kate; Broader, Jacquelyn 2022 Research Report
Mobility on Demand (MOD) Sandbox Demonstration: Pierce Transit Limited Access Connections, Evaluation Report Brown, Les; Martin, Elliot; Adam Cohen; Gangarde, Siddharth; Davis, Garett; Susan Shaheen 2022 Research Report
City-Level Travel Time and Individual Dietary Consumption in Latin American Cities: Results from the SALURBAL Study Guimaraes, J; Acharya, B; Moore, K; López-Olmedo, N; Menezes, M; Daniel Rodriguez; Stern, D; Friche, A; Wang, X; Delclòs-Alió, X; Sarmiento, O; Cardoso, L 2022 Journal Article
Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction Lu, Jiajian; Grembek, Offer; Mark Hansen 2022 Preprint
Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction Lu, Jiajian; Grembek, Offer; Hansen, Mark 2022 Research Report
Comprehensive Review of California's Innovative Clean Transit Regulation: Phase I Summary Report Matthew Jeffers; Kenneth Kelly; Tim Lipman; Andre Fernandes Tomon Avelino; Caley Johnson; Mengming Li; Matthew Post; Yimin Zhang 2022 Research Report
Traffic Signal Plans to Decongest Street Grids - Policy Brief Michael Cassidy; Carlos Daganzo; Sadek, Bassel; Doig, Jean; University of California Berkeley. Department of Civil and Environmental Engineering 2022 Research Report
Tracking the State and Behavior of People in Response to COVID-1 19 Through the Fusion of Multiple Longitudinal Data Streams Bouzaghrane, Mohamed; Obeid, Hassan; Hayes, Drake; Chen, Minnie; Li, Meiqing; Parker, Madeleine; Daniel Rodriguez; Daniel Chatman; Karen Trapenberg Frick; Raja Sengupta; Joan Walker 2022 Preprint
On the Approximability of Time Disjoint Walks Alexandre Bayen; Goodman, Jesse; Vinitsky, Eugene 2022 Journal Article
A Data-Centric Weak Supervised Learning for Highway Traffic Incident Detection Sun, Yixuan; Mallick, Tanwi; Balaprakash, Prasanna; Jane Macfarlane 2022 Journal Article
Traffic Management and Resource Allocation for UAV-based Parcel Delivery in Low-altitude Urban Space Li, Ang; Mark Hansen 2022 Research Report
California’s Freeway Service Patrol Program: Management Information System Annual Report Fiscal Year 2020-21 Mauch, Michael; Alexander Skabardonis 2022 Research Report
Limitations and Improvements of the Intelligent Driver Model (IDM) Albeaik, Saleh; Alexandre Bayen; Chiri, Maria Teresa; Hayat, Amaury; Kardous, Nicolas 2022 Journal Article
Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting Zhong, Weiheng; Mallick, Tanwi; Meidani, Hadi; Jane Macfarlane; Balaprakash, Prasanna 2022 Preprint
Valuation of Public Bus Electrification with Open Data Vijay, Upadhi; Woo, Soomin; Scott Moura; Jain, Akshat; Rodriguez, David; Gambacorta, Sergio; Ferrara, Giuseppe; Lanuzza, Luigi; Zulberti, Christian; Mellekas, Erika; Papa, Carlo 2022 Preprint
Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset Wu, Fangyu; Wang, Dequan; Hwang, Minjune; Hao, Chenhui; Lu, Jiawei; Alexandre Bayen 2022 Preprint
Comparing Effects of Euclidean Buffers and Network Buffers on Associations Between Built Environment and Transport Walking: The Multi-Ethnic Study of Atherosclerosis Li, J; Peterson, A; Auchincloss, AH; Hirsch, JA; Daniel Rodriguez; Melly, SJ; Moore, K; Roux, AV Diez; Sánchez, BN 2022 Journal Article
Renaming and Removal of Harmful Names and Monuments on State Transportation Right of Way Elizabeth Deakin; Jasmin Munoz; Daisy Son 2022 Research Report
Learning the Representation of Surrogate Safety Measures to Identify Traffic Conflict Lu, Jiajian; Grembek, Offer; Mark Hansen 2022 Research Report
Tracking the State and Behavior of People in Response to COVID-1 19 Through the Fusion of Multiple Longitudinal Data Streams Amine Bouzaghrane, Mohamed; Obeid, Hassan; Hayes, Drake; Chen, Minnie; Li, Meiqing; Parker, Madeleine; Daniel Rodriguez; Daniel Chatman; Karen Trapenberg Frick; Raja Sengupta; Joan Walker 2022 Preprint