Publications

2026

1. CIS JCR Q2 · IF 4.5

   Learning a unified graph transformer with Mamba-based dynamic state evolution for 3D multi-object tracking

   Ru Hong, Feng Guo^*, and Guangdi Hu

   Complex & Intelligent Systems, 3 August 2026

   Published

   DOI

   
2. ECC

   Residual Bias Compensation Dual Extended Kalman Filter for Physics-Based SOC Estimation in Lithium Iron Phosphate Batteries

   Feng Guo, Luis D. Couto, Khiem Trad, and 2 more authors

   In 2026 European Control Conference (ECC), Reykjavík, Iceland, July 2026, 1708–1713

   Published

   IEEE Xplore arXiv

   
3. APEN JCR Q1 · IF 12.2

   Rapid and robust parameter estimation for electrochemical battery models via BOLT: A batch-optimized local-to-global technique

   Feng Guo, Luis D. Couto, Keivan Haghverdi, and 2 more authors

   Applied Energy, 1 November 2026, Volume 422, 128307

   Published

   DOI arXiv

   
4. JEC JCR Q1 · IF 15.6

   Physics-guided residual Kalman learning for state-of-charge estimation of lithium iron phosphate batteries

   Feng Guo, Luis D. Couto, Khiem Trad, and 3 more authors

   Journal of Energy Chemistry, September 2026, Volume 120, 167–179

   Published

   DOI arXiv

   
5. IC_ASET

   Impact of Discretisation Methods in Battery SPM Models Design on EKF-Based State Estimation

   Mohamed Bahloul, Luis D. Couto, Feng Guo, and 1 more author

   In 2026 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET), Hammamet-Yasmine, Tunisia, 2026, 1–6

   Published

   DOI

   
6. CPC JCR Q1 · IF 3.9

   CPG-SPMT: Control-oriented Parameter-Grouped Single Particle Model with Thermal Effects for Lithium-Ion Batteries

   Feng Guo and Luis D. Couto

   Computer Physics Communications, 2026, Volume 322, 110075

   Published

   DOI SSRN

   
7. JPS JCR Q1 · IF 8.4

   Optimizing Parameter Estimation for Electrochemical Battery Model: A Comparative Analysis of Operating Profiles on Computational Efficiency and Accuracy

   Feng Guo, Luis D. Couto, Khiem Trad, and 1 more author

   Journal of Power Sources, 2026, Volume 665, 239044

   Published

   DOI arXiv

   
8. ModVal

   Electrochemical-Model-Based Voltage Sensor Fault Diagnosis and Fault-Tolerant SOC Estimation for LFP Batteries

   Feng Guo, Luis D. Couto, Khiem Trad, and 2 more authors

   In The 22nd Symposium on Modeling and Validation of Electrochemical Energy Technologies (ModVal 2026), Lausanne, Switzerland, 2026

   Conference report

   Conference Talk / Report

   
9. Seminar

   Bridging Electrochemical Models and Real-Time Battery Control

   Feng Guo

   Computer Physics Communications Seminar Series, 2026

   Invited seminar

   Conference Talk / Report

   DOI

   

2025

1. JPS JCR Q1 · IF 8.4

   A Control-Oriented Simplified Single Particle Model with Grouped Parameter and Sensitivity Analysis for Lithium-Ion Batteries

   Feng Guo and Luis D. Couto

   Journal of Power Sources, 2025, Volume 649, 237309

   Published

   DOI arXiv

   
2. JPS JCR Q1 · IF 8.4

   Comparative Performance Analysis of Numerical Discretization Methods for Electrochemical Models of Lithium-ion Batteries

   Feng Guo and Luis D. Couto

   Journal of Power Sources, 2025, Volume 650, 237365

   Published

   DOI arXiv

   
3. JPS JCR Q1 · IF 8.4

   Review of the Safe Operating Area (SOA) for Batteries: Evolving Concepts and Structured Frameworks

   Keivan Haghverdi, Dmitri Danilov, Grietus Mulder, and 2 more authors

   Journal of Power Sources, 2025, Volume 652, 237483

   Published

   DOI

   
4. ACC

   Identifiability Analysis of a Pseudo-Two-Dimensional Model & Single Particle Model-Aided Parameter Estimation

   Luis D. Couto, Keivan Haghverdi, Feng Guo, and 1 more author

   In American Control Conference, 2025, 4037–4044

   Published

   DOI arXiv

   
5. CHBAH

   Assessing Intercultural Sensitivity in Large Language Models: A Comparative Study of GPT-3.5 and GPT-4 Across Eight Languages

   Yiwen Jin, Lies Sercu, Feng Guo, and 1 more author

   Computers in Human Behavior: Artificial Humans, 2025, 100241

   Published

   DOI

   
6. arXiv

   Adaptive Dead-Zone Dual Sliding Mode Observer for Reliable Electrochemical Model-Based SOC Estimation

   Guangdi Hu, Keyi Liao, Jian Ye, and 1 more author

   Submitted, 2025

   arXiv Preprint

   arXiv

   
7. arXiv

   Stability-Guaranteed Dual Kalman Filtering for Electrochemical Battery State Estimation

   Feng Guo, Guangdi Hu, Keyi Liao, and 2 more authors

   In The 23rd IFAC World Congress, 2025

   arXiv preprint

   arXiv Preprint

   arXiv

   

2024

1. JES JCR Q1 · IF 10.7

   A Systematic Review of Electrochemical Model-based Lithium-ion Battery State Estimation in Battery Management Systems

   Feng Guo, Luis D. Couto, and others

   Journal of Energy Storage, 2024, Volume 101, 113850

   Published

   DOI

   
2. ICOA

   Efficiency and Optimality in Electrochemical Battery Model Parameter Identification: A Comparative Study of Estimation Techniques

   Feng Guo and others

   In 10th IEEE International Conference on Optimization and Applications (ICOA), 2024

   Published

   DOI arXiv

   

2020

1. IJER JCR Q1 · IF 4.2

   State of charge estimation in electric vehicles at various ambient temperatures

   Feng Guo, Guangdi Hu, and others

   International Journal of Energy Research, 2020, Volume 44, 7357–7370

   Published

   DOI

   
2. ATE JCR Q1 · IF 7.5

   A novel semi-analytical solution for calculating the temperature distribution of the lithium-ion batteries during nail penetration based on Green’s function method

   Mengqi Ye, Guangdi Hu, Feng Guo, and 1 more author

   Applied Thermal Engineering, 2020, Volume 174, 115129

   Published

   DOI

   
3. Energies JCR Q3 · IF 3.9

   Switched Energy Management Strategy for Fuel Cell Hybrid Vehicle Based on Switch Network

   Xu Chen, Guangdi Hu, Feng Guo, and 1 more author

   Energies, 2020, Volume 13, 247

   Published

   DOI

   
4. CN

   Experiment of DPF Temperature Control During Thermal Regeneration

   Tiexiong Huang, Guangdi Hu, Feng Guo, and 3 more authors

   Transactions of CSICE, 2020, Volume 38, 257–264

   Language: Chinese; DOI not indexed

   Published

   

2019

1. Energy JCR Q1 · IF 10.1

   A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters

   Feng Guo, Guangdi Hu, and others

   Energy, 2019, Volume 178, 79–88

   Published

   DOI

   
2. IJER JCR Q1 · IF 4.2

   The equivalent circuit battery model parameter sensitivity analysis for lithium-ion batteries by Monte Carlo simulation

   Feng Guo, Guangdi Hu, and others

   International Journal of Energy Research, 2019, Volume 43, 9013–9024

   Published

   DOI

   
3. SAE JCR Q4 · IF 0.8

   Investigation of a Model-Based Approach to Estimating Soot Loading Amount in Catalyzed Diesel Particulate Filters

   Tiexiong Huang, Guangdi Hu, and Feng Guo

   SAE International Journal of Engines, 2019, Volume 12

   Published

   DOI

   
4. CN

   A Model-based Research on Exhaust Temperature Control for DPF Active Regeneration

   Tiexiong Huang, Guangdi Hu, and Feng Guo

   Automotive Engineering, 2019, Volume 41

   Language: Chinese; DOI not indexed

   Published

   

2018

1. JPS JCR Q1 · IF 8.4

   A parameter adaptive method with dead zone for state of charge and parameter estimation of lithium-ion batteries

   Feng Guo, Guangdi Hu, and Ru Hong

   Journal of Power Sources, 2018, Volume 402, 174–182

   Published

   DOI

   
2. Energies JCR Q3 · IF 3.9

   Lithium-ion battery online rapid state-of-power estimation under multiple constraints

   Shun Xiang, Guangdi Hu, Ruisen Huang, and 2 more authors

   Energies, 2018, Volume 11, 283

   Published

   DOI

   
3. Energies JCR Q3 · IF 3.9

   Estimation of the diesel particulate filter soot load based on an equivalent circuit model

   Yanting Du, Guangdi Hu, Shun Xiang, and 3 more authors

   Energies, 2018, Volume 11, 472

   Published

   DOI