CV
Curriculum vitae of Feng Guo, including appointments, representative publications, awards, projects, conferences, and scholarly service.
Academic & Industry Appointments
- FWO Senior Postdoctoral Fellow, Research Foundation – Flanders (FWO), Belgium (Oct. 2025–Present)
- Postdoctoral Researcher, Flemish Institute for Technological Research (VITO), Belgium (Dec. 2022–Sep. 2025)
- Researcher, EnergyVille, Belgium (Dec. 2022–Sep. 2025)
Education
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Ph.D., Automotive Engineering, Southwest Jiaotong University (Sep. 2015–Jul. 2020)
Thesis: Advanced Battery State Estimation Techniques for Electric Vehicle Battery Management Systems
Advisor: Prof. Guangdi Hu -
B.Sc., Mechanical Engineering, Southwest Jiaotong University (Sep. 2011–Jul. 2015)
Top 5% · Thesis: State of Charge Estimation for Batteries Using Extended Kalman Filter
Publications Overview
- 22 peer-reviewed articles (published/accepted)
- 8 manuscripts currently under review
For full details with links and previews, see the Publications page.
Research Projects (PI)
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FWO Senior Postdoctoral Fellowship, Belgium (2025–present)
Research on battery fault mechanism and fault-tolerant control based on electrochemical models in cloud BMS. -
Sichuan Provincial “Miaozi” Project, China (2016–2018)
Development of hybrid power systems for new energy vehicles (Grant No. 2016RZ0043).
Awards & Honors
- FWO Senior Postdoctoral Fellowship (2025)
- IEEE Senior Member (2025)
- Sichuan Province First-Class Undergraduate Course Award (2022)
- Outstanding Graduate (Doctoral), Southwest Jiaotong University (2020)
- National Scholarship for Doctoral Students, Ministry of Education of China (2019)
- First-Class Academic Scholarship, Southwest Jiaotong University (2015)
- Outstanding Graduate (Undergraduate), Southwest Jiaotong University (2015)
- First Prize, National Undergraduate Mathematical Modeling Competition (Sichuan Division, 2014)
Conferences & Symposia (selected)
- Computer Physics Communications Seminar Series (2026)
Topic: Bridging Electrochemical Models and Real-Time Battery Control · Event page - The 22nd Symposium on Modeling and Validation of Electrochemical Energy Technologies (ModVal 2026), Lausanne, Switzerland (2026)
Topic: Electrochemical-Model-Based Voltage Sensor Fault Diagnosis and Fault-Tolerant SOC Estimation for LFP Batteries - The 23rd IFAC World Congress, Busan, Republic of Korea (2026)
Topic: Stability-Guaranteed Dual Kalman Filtering for Electrochemical Battery State Estimation - European Control Conference (ECC 2026), Reykjavík, Iceland (2026)
Topic: Residual Bias Compensation Filter for Physics-Based SOC Estimation in Lithium Iron Phosphate Batteries - American Control Conference (ACC 2025), Denver, CO, USA (2025)
Topic: Identifiability Analysis of a P2D Model & Subsequent SPM-Aided Parameter Estimation - 10th IEEE International Conference on Optimization and Applications (ICOA 2024), Almería, Spain (2024)
Topic: Efficiency and Optimality in Electrochemical Battery Model Parameter Identification: A Comparative Study of Estimation Techniques - Symposium on Physics and Machine Learning for Batteries, Aachen, Germany (2025)
- OMES Symposium, Genk, Belgium (2025)
Open-Source & Community
Open-source contribution: CPG-SPMT on GitHub, a control-oriented parameter-grouped single-particle model with thermal effects that uses parabolic approximation for efficient state-space implementation, enabling battery state estimation and control-oriented BMS research with validated multi-temperature performance.
Scholarly Service
Reviewer for leading journals including: Renewable & Sustainable Energy Reviews, Energy, Journal of Energy Storage, Battery Energy, Renewable Energy, Journal of Electroanalytical Chemistry, Electrical Engineering, World Electric Vehicle Journal, Electronics, Batteries, The Journal of Supercomputing, and Complex & Intelligent Systems.