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- Alexandre M. Bayen

Discipline name
D-index
D-index (Discipline H-index) only includes papers and citation values for an examined
discipline in contrast to General H-index which accounts for publications across all
disciplines.
Citations
Publications
World Ranking
National Ranking

Engineering and Technology
D-index
58
Citations
15,743
267
World Ranking
790
National Ranking
345

- Statistics
- Operating system
- Artificial intelligence

Alexandre M. Bayen mainly investigates Global Positioning System, Simulation, Partial differential equation, Real-time computing and Traffic flow. He combines subjects such as Identifier, Real-time data, Baseline and Floating car data with his study of Global Positioning System. His Simulation research includes elements of Flow, Distributed computing, Benchmarking, Inference and Hybrid system.

His work deals with themes such as Scheme, Microscopic traffic flow model, Boundary value problem and Hamilton–Jacobi equation, which intersect with Partial differential equation. His studies in Real-time computing integrate themes in fields like Kalman filter, Path, Cellular network and Mobile device. Alexandre M. Bayen has researched Traffic flow in several fields, including Control system, Artificial neural network and National Airspace System.

- A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games (760 citations)
- Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (673 citations)
- Virtual trip lines for distributed privacy-preserving traffic monitoring (336 citations)

Alexandre M. Bayen mainly focuses on Mathematical optimization, Control theory, Partial differential equation, Traffic flow and Applied mathematics. In his study, which falls under the umbrella issue of Mathematical optimization, Queue is strongly linked to Queueing theory. His Control theory course of study focuses on Flow and Simulation.

Alexandre M. Bayen has researched Partial differential equation in several fields, including Exponential stability, Boundary value problem and Hamilton–Jacobi equation. His Boundary value problem research integrates issues from Conservation law and Godunov's scheme. His Traffic flow research focuses on subjects like Real-time computing, which are linked to Kalman filter.

- Mathematical optimization (21.01%)
- Control theory (15.95%)
- Partial differential equation (13.16%)

- Reinforcement learning (6.84%)
- Mathematical optimization (21.01%)
- Control theory (15.95%)

Reinforcement learning, Mathematical optimization, Control theory, Traffic flow and Nonlinear system are his primary areas of study. The study incorporates disciplines such as Artificial neural network, Control theory, Real-time computing and Robustness in addition to Reinforcement learning. Many of his studies on Mathematical optimization apply to Routing as well.

The concepts of his Control theory study are interwoven with issues in Control and Bounded function. His study on Traffic flow is mostly dedicated to connecting different topics, such as Control engineering. His work deals with themes such as Hyperbolic partial differential equation, Partial differential equation, Applied mathematics and Observer, which intersect with Exponential stability.

- Expert Level Control of Ramp Metering Based on Multi-Task Deep Reinforcement Learning (63 citations)
- Occupancy Detection via Environmental Sensing (59 citations)
- Stabilizing Traffic with Autonomous Vehicles (51 citations)

- Statistics
- Operating system
- Artificial intelligence

Alexandre M. Bayen mainly investigates Reinforcement learning, Mathematical optimization, Control theory, Routing and Control theory. His Reinforcement learning study combines topics in areas such as Transfer of learning, Real-time computing and Baseline. His Mathematical optimization research is multidisciplinary, incorporating perspectives in Nonlinear programming and Convex analysis.

The Control theory study which covers Cyber-physical system that intersects with Control system, Curse of dimensionality, Traffic flow, Artificial neural network and Control engineering. Alexandre M. Bayen interconnects Game theoretic, Shortest path problem, Web application, Global Positioning System and Traffic congestion in the investigation of issues within Routing. His Control theory study combines topics from a wide range of disciplines, such as Energy and Constraint.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Viability Theory : New Directions

Jean-Pierre Aubin;Alexandre Bayen;Patrick Saint-Pierre.

**(2011)**

2688 Citations

Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment

Juan C. Herrera;Daniel B. Work;Ryan Herring;Xuegang (Jeff) Ban.

Transportation Research Part C-emerging Technologies **(2010)**

1064 Citations

A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games

I.M. Mitchell;A.M. Bayen;C.J. Tomlin.

IEEE Transactions on Automatic Control **(2005)**

904 Citations

Virtual trip lines for distributed privacy-preserving traffic monitoring

Baik Hoh;Marco Gruteser;Ryan Herring;Jeff Ban.

international conference on mobile systems, applications, and services **(2008)**

474 Citations

Computational techniques for the verification of hybrid systems

C.J. Tomlin;I. Mitchell;A.M. Bayen;M. Oishi.

Proceedings of the IEEE **(2003)**

447 Citations

Understanding road usage patterns in urban areas

Pu Wang;Pu Wang;Timothy Hunter;Alexandre M. Bayen;Katja Schechtner;Katja Schechtner.

Scientific Reports **(2012)**

383 Citations

A traffic model for velocity data assimilation

Daniel B. Work;Sébastien Blandin;Olli Pekka Tossavainen;Benedetto Piccoli.

Applied Mathematics Research Express **(2010)**

317 Citations

An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices

D.B. Work;O.-P. Tossavainen;S. Blandin;A.M. Bayen.

conference on decision and control **(2008)**

299 Citations

Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks

Saurabh Amin;Xavier Litrico;Shankar Sastry;Alexandre M. Bayen.

IEEE Transactions on Control Systems and Technology **(2013)**

298 Citations

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

A. Hofleitner;R. Herring;P. Abbeel;A. Bayen.

IEEE Transactions on Intelligent Transportation Systems **(2012)**

296 Citations

University of California, Berkeley

University of California, Berkeley

Rutgers, The State University of New Jersey

University of California, Berkeley

University of California, San Diego

University of California, Berkeley

University of California, Berkeley

Royal Institute of Technology

The University of Texas at Dallas

Stanford University

Profile was last updated on December 6th, 2021.

Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).

The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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