| 
              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             | 
                      
              Shaheen, Susan; 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             | 
                      
              Shaheen, Susan; Cohen, Adam; Gosselin, Kate; Broader, Jacquelyn             | 
                      
              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; Rodriguez, D; 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; Hansen, Mark             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction             | 
                      
              Lu, Jiajian; Grembek, Offer; Hansen, Mark             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              Traffic Management and Resource Allocation for UAV-based Parcel Delivery in Low-altitude Urban Space             | 
                      
              Li, Ang; Hansen, Mark             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Traffic Signal Plans to Decongest Street Grids - Policy Brief             | 
                      
              Cassidy, Michael J.; Daganzo, Carlos F.; Sadek, Bassel; Doig, Jean; University of California Berkeley. Department of Civil and Environmental Engineering             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              On the Approximability of Time Disjoint Walks             | 
                      
              Bayen, Alexandre; Goodman, Jesse; Vinitsky, Eugene             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              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; Rodríguez, Daniel A.; Chatman, Daniel G.; Frick, Karen Trapenberg; Sengupta, Raja; Walker, Joan             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              A Data-Centric Weak Supervised Learning for Highway Traffic Incident Detection             | 
                      
              Sun, Yixuan; Mallick, Tanwi; Balaprakash, Prasanna; Macfarlane, Jane             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              California’s Freeway Service Patrol Program: Management Information System Annual Report Fiscal Year 2020-21             | 
                      
              Mauch, Michael; Skabardonis, Alex             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Limitations and Improvements of the Intelligent Driver Model (IDM)             | 
                      
              Albeaik, Saleh; Bayen, Alexandre; 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; Macfarlane, Jane; Balaprakash, Prasanna             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              Valuation of Public Bus Electrification with Open Data             | 
                      
              Vijay, Upadhi; Woo, Soomin; Moura, Scott; 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; Bayen, Alexandre             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              Ambient Nitrogen Dioxide Exposures in Latin American Cities             | 
                      
              Kephart, JL; Gouveia, N; Rodríguez, D; Alfaro, T; Texcalac-Sangrador, JL; Miranda, J; Bilal, U; Roux, AV Diez             | 
                      
              2022             | 
                      
              Conference Paper             | 
                  
              
                      | 
              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; Rodriguez, D; Melly, SJ; Moore, K; Roux, AV Diez; Sánchez, BN             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Learning the Representation of Surrogate Safety Measures to Identify Traffic Conflict             | 
                      
              Lu, Jiajian; Grembek, Offer; Hansen, Mark             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Development of Caltrans Jointed Plain Concrete Pavement Design Catalog Tables Using Pavement ME             | 
                      
              Mateos, Angel; Saboori, Ashkan; Lea, Jeremy; Harvey, John             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Small and Disadvantaged Business Enterprise (SB/DBE) Issues in Caltrans Contract and Bid Process             | 
                      
              Tommelein, Iris D. PhD; Gazzaniga, Tyler             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Hydrogen Can Have a Much Lower Carbon Intensity than Fossil Fuels But This Largely Depends on How It Is Produced and Distributed             | 
                      
              Lipman, Timothy, PhD; Horvath, Arpad, PhD; Collins, Stephanie; Kendall, Allisa, PhD; Fulton, Lewis, PhD; Busch, Pablo             | 
                      
              2022             | 
                      
              Policy Brief             | 
                  
              
                      | 
              Renaming and Removal of Harmful Names and Monuments on State Transportation Right of Way             | 
                      
              Deakin, Elizabeth, PhD; Munoz, Jasmin; Son, Daisy             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Faster and Healthier Charging of Lithium-Ion Batteries via Constrained Feedback Control             | 
                      
              Couto, Luis D.; Romagnoli, Raffaele; Park, Saehong; Zhang, Dong; Moura, Scott J.; Kinnaert, Michel; Garone, Emanuele             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Characterizing Determinants of Near-Road Ambient Air Quality for an Urban Intersection and a Freeway Site             | 
                      
              Frey, HC; Grieshop, AP; Khlystov, A; Bang, JJ; Rouphail, N; Guinness, J; Rodriguez, D; Fuentes, M; Saha, P; Brantley, H             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Learning the Representation of Surrogate Safety Measures to Identify Traffic Conflict             | 
                      
              Lu, Jiajian; Grembek, Offer; Hansen, Mark             | 
                      
              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; Rodríguez, Daniel A.; Chatman, Daniel G.; Trapenberg Frick, Karen; Sengupta, Raja; Walker, Joan             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning             | 
                      
              Diaz, Keith Anshilo; Dailisan, Damian; Sharaf, Umang; Santos, Carissa; Bayen, Alexander M.             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              System and Methods for Efficient Parking and Charging of Electrified Vehicles             | 
                      
              Borrelli, Francesco; Moura, Scott J.; Shen, Xu; Woo, Soomin             | 
                      
              2022             | 
                      
              Patent             | 
                  
              
                      | 
              Multiple ICM Management: Task ID 3706 (65A0764), Final Report             | 
                      
              Patire, Anthony PhD; Dion, Francis PhD             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Post-Traumatic Stress Symptoms in Parents of Adolescents Hospitalized with Anorexia Nervosa             | 
                      
              Timko, CA; Dennis, NJ; Mears, C; Rodriguez, D; Fitzpatrick, KK; Peebles, R             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Bus Rapid Transit Impacts on Land Uses and Development Over Time in Bogotá and Quito             | 
                      
              Rodriguez, Daniel; Vergel-Tovar, C.             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control             | 
                      
              Wu, Fangyu; Wang, Guanhua; Zhuang, Siyuan; Wang, Kehan; Keimer, Alexander; Stoica, Ion; Bayen, Alexandre             | 
                      
              2022             | 
                      
              Preprint             | 
                  
              
                      | 
              Can Rebates Foster Equity in Congestion Pricing Programs?             | 
                      
              Sallee, James M.; Tarduno, Matthew A.             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Deep Learning-Based Predictive Control for the Optimal Charging of a Lithium-Ion Battery with Electrochemical Dynamics             | 
                      
              Pozzi, Andrea; Moura, Scott; Toti, Daniele             | 
                      
              2022             | 
                      
              Conference Paper             | 
                  
              
                      | 
              Never Waste a Crisis: How COVID-19 Lockdowns and Message Sources Affect Household Emergency Preparedness             | 
                      
              Marple, Tim; Post, Alison; Frick, Karen Trapenberg             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Simulating Life with Personally-Owned Autonomous Vehicles through a Naturalistic Experiment with Personal Drivers             | 
                      
              Harb, Mustapha; Malik, Jai; Circella, Giovanni; Walker, Joan L.             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              Traffic Signal Plans to Decongest Street Grids             | 
                      
              Sadek, Bassel; Doig Godier, Jean; Cassidy, Michael J.; Daganzo, Carlos F.             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Marked Crosswalks in US Transit-oriented Station Areas, 2007–2020: A Computer Vision Approach Using Street View Imagery             | 
                      
              Li, M; Sheng, H; Irvin, J; Chung, H; Ying, A; Sun, T; Ng, A; Rodriguez, D             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Centralized Traffic Control via Small Fleets of Connected and Automated Vehicles             | 
                      
              Daini, Chiara; Goatin, Paola; Monache, Maria Laura Delle             | 
                      
              2022             | 
                      
              Conference Paper             | 
                  
              
                      | 
              Climate Adaptation Strategies for California Airports will Require a Holistic Approach, Including New Governance Models             | 
                      
              Lindbergh, Sarah; Reed, Jackson; Takara, Matthew; Aparri, Aidan; Rakas, Jasenka             | 
                      
              2022             | 
                      
              Policy Brief             | 
                  
              
                      | 
              How Well Are Newly Sited K-12 Schools Incorporating Vehicle Miles Traveled Mitigation Measures?             | 
                      
              Vincent, Jeffrey M., PhD; Maves, Sydney; Thomson, Amy             | 
                      
              2022             | 
                      
              Policy Brief             | 
                  
              
                      | 
              A Network Spatial Analysis Simulating Response Time to Calls for Service at Variable Staffing Levels             | 
                      
              Clark, Callie; Dangwal, Chitra; Kato, Dylan; Gonzalez, Marta             | 
                      
              2022             | 
                      
              Research Report             | 
                  
              
                      | 
              A Rigorous Multi-Population Multi-Lane Hybrid Traffic Model for Dissipation of Waves via Autonomous Vehicles             | 
                      
              Kardous, Nicolas; Hayat, Amaury; McQuade, Sean T.; Gong, Xiaoqian; Truong, Sydney; Bayen, Alexandre M.             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Climate Adaptation Strategies for California Airports Will Require a Holistic Approach, Including New Governance Models             | 
                      
              Lindbergh, Sarah, PhD; Reed, Jackson; Takara, Matthew; Aparri, Aidan; Rakas, Jasenka, PhD             | 
                      
              2022             | 
                      
              Policy Brief             | 
                  
              
                      | 
              Reinforcement Learning Versus PDE Backstepping and PI Control for Congested Freeway Traffic             | 
                      
              Yu, Huan; Park, Saehong; Bayen, Alexandre; Moura, Scott; Krstic, Miroslav             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Urban Network Resilience Analysis and Equity Emphasized Recovery based on Reinforcement Learning             | 
                      
              Wang, Han; Monache, Maria Laura Delle             | 
                      
              2022             | 
                      
              Conference Paper             | 
                  
              
                      | 
              Modeling Multilane Traffic with Moving Obstacles by Nonlocal Balance Laws             | 
                      
              Bayen, Alexandre; Friedrich, Jan; Keimer, Alexander; Pflug, Lukas; Veeravalli, Tanya             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              City-Level Impact of Extreme Temperatures and Mortality in Latin America             | 
                      
              Kephart, JL; Sánchez, BN; Moore, J; Schinasi, L; Bakhtsiyarava, M; Ju, Y; Rodriguez, D; Gouveia, N; Caiaffa, W; Dronova, I; Arunachalam, S; Roux, AV Diez             | 
                      
              2022             | 
                      
              Journal Article             | 
                  
              
                      | 
              Analysis of Controller-Pilot Communication Messages with Natural Language Processing             | 
                      
              Rakas, Jasenka; Alvarado, Matthew; He, Kezhi; Kim, Drew; Qu, Della             | 
                      
              2022             | 
                      
              Conference Paper             | 
                  
              
                      | 
              SimUAM: A Toolchain to Integrate Ground and Air to Evaluate Urban Air Mobility's Impact on Travel Behavior             | 
                      
              Yedavalli, Pavan S.; Onat, Emin Burak; Peng, Xin; Sengupta, Raja; Waddell, Paul; Bulusu, Vishwanath; Vishwanath, Min             | 
                      
              2022             | 
                      
              Book Chapter             |