369 citations · 447 across the 16 of their papers we have counts for
7 papers · 1 filter
Daily Data Assimilation of a Hydrologic Model Using the Ensemble Kalman Filter
Sami A. Malek, Alexandre M. Bayen, Steven D. Glaser
Accurate runoff forecasting is crucial for reservoir operators as it allows optimized water management, flood control and hydropower generation. Land surface models in mountainous…
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud
Ashkan Yousefpour, Siddartha Devic, Brian Q. Nguyen +4
Partitioning and distributing deep neural networks (DNNs) over physical nodes such as edge, fog, or cloud nodes, could enhance sensor fusion, and reduce bandwidth and inference lat…
BISTRO: Berkeley Integrated System for Transportation Optimization
Sidney A. Feygin, Jessica R. Lazarus, Edward H. Forscher +6
This article introduces BISTRO, a new open source transportation planning decision support system that uses an agent-based simulation and optimization approach to anticipate and de…
Integrated Offline and Online Optimization-Based Control in a Base-Parallel Architecture
Anahita Jamshidnejad, Gabriel Gomes, Alexandre M. Bayen +1
We propose an integrated control architecture to address the gap that currently exists for efficient real-time implementation of MPC-based control approaches for highly nonlinear s…
PDE Traffic Observer Validated on Freeway Data
Huan Yu, Qijian Gan, Alexandre M. Bayen +1
This paper develops boundary observer for estimation of congested freeway traffic states based on Aw-Rascle-Zhang (ARZ) partial differential equations (PDE) model. Traffic state es…
Boundary Observer for Congested Freeway Traffic State Estimation via Aw-Rascle-Zhang model
Huan Yu, Alexandre M. Bayen, Miroslav Krstic
This paper develops boundary observer for estimation of congested freeway traffic states based on Aw-Rascle-Zhang(ARZ) partial differential equations (PDE) model. Traffic state est…