Ziyou Song
Engineering · University of Michigan
Publications
177
Citations
7,704
Est. group size
~3
Recurring co-author estimate
Active years
18
Publishing since 2009
Typically publishes in teams of ~6 · 12% small-team papers (≤3 authors) · across 38 venues
- A meta-learning framework for battery lifetime prediction across unseen operating conditions
Energy storage materials · 2026
- Direct Data-driven Predictive Control: A Computationally Efficient Alternative to DeePC for Eco-driving in Mixed Traffic Flows
arXiv (Cornell University) · 2026
- Lane Change Trajectory Planning for Personalized Driving Comfort and Mobility Efficiency
arXiv (Cornell University) · 2026
- Direct Data-driven Predictive Control: A Computationally Efficient Alternative to DeePC for Eco-driving in Mixed Traffic Flows
arXiv (Cornell University) · 2026
- Lane Change Trajectory Planning for Personalized Driving Comfort and Mobility Efficiency
arXiv (Cornell University) · 2026
- Exploring Light-Weight Data-Driven Framework for Battery Degradation Mode Quantification in Practical
SSRN Electronic Journal · 2026
- Discovery Learning predicts battery cycle life from minimal experiments
Zenodo (CERN European Organization for Nuclear Research) · 2026
- Data-Enabled Neighboring Extremal: Case Study on Model-Free Trajectory Tracking for Robotic Arm
IEEE Transactions on Control Systems Technology · 2026
- Discovery Learning predicts battery cycle life from minimal experiments
Nature · 2026
- Real-time physics-aware battery health monitoring from partial charging profiles via physics-informed neural networks
eTransportation · 2026
- Proactive grid investment enables V2G for 100% adoption of electric vehicles in urban areas
Joule · 2026
- Velocity-Form Data-Enabled Predictive Control of Soft Robots Under Unknown External Payloads
IEEE Robotics and Automation Letters · 2026
- Multi-Objective Energy Management Strategy with Trade-Off Analysis for Marine Electric Propulsion Systems
2025
- Multi-modal framework for battery state of health evaluation using open-source electric vehicle data
Nature Communications · 2025
- Energy storage management in electric vehicles
Nature Reviews Clean Technology · 2025
- arXiv (Cornell University)×28
- Applied Energy×16
- Energy×16
- IEEE Transactions on Transportation Electrification×8
- IEEE Transactions on Intelligent Transportation Systems×7
- Eric Dietz
Engineering · Purdue University West Lafayette
- Matilde D’Arpino
Engineering · The Ohio State University
- Qiuhao Hu
Engineering · University of Michigan
- Mostafa M. Shibl
Engineering · Purdue University West Lafayette
- Samuel Filgueira da Silva
Engineering · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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