Pohlmann, Sebastian; Wiedenmann, Andreas; Karnehm, Dominic; Kuder, Manuel; Neve, Antje; Weyh, Thomas:
Automated Machine Learning for Estimating the State of Health of Lithium Ion Batteries
, Piscataway, NJ
, IEEE
. In: 2025 IEEE/AIAA Transportation Electrification Conference and Electric Aircraft Technologies Symposium (ITEC+EATS),
2025
. - S. 1-5

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Neve, Antje:
Core Temperature Estimation of Lithium-Ion Batteries Using Physics Informed Neural Network and Kolmogorov-Arnold Network
, Piscataway, NJ
, IEEE
. In: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society,
2025
. - S. 1-6

Konferenzbeitrag / Conference Paper

Samanta, Akash; Karnehm, Dominic; Sharma, Mohit; Neve, Antje; Williamson, Sheldon:
Thermal Behavior Forecasting for Battery Management Systems Using iTransformer and Kolmogorov–Arnold Network
, Piscataway, NJ
, IEEE
. In: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society,
2025
. - S. 1-6

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Estaller, Julian; Kuder, Manuel; Neve, Antje; Weyh, Thomas:
Performance Comparison of a Full-Bridge Based Reconfigurable and Conventional Battery Storage System
, Piscataway, NJ
, IEEE
. In: 2025 IEEE 34th International Symposium on Industrial Electronics (ISIE),
2025
. - S. 1-6

Konferenzbeitrag / Conference Paper

Samanta, Akash; Chetri, Chandan; Karnehm, Dominic; Neve, Antje; Williamson, Sheldon:
Temporal Sensitivity Analysis of Internal Temperature Informed Charging Algorithms and Rapid Thermal Management System for E-mobility
, Piscataway, NJ
, IEEE
. In: 2024 IEEE Energy Conversion Congress and Exposition (ECCE),
2024
. - S. 2302-2304

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Samanta, Akash; Neve, Antje; Williamson, Sheldon:
Pioneering Cloud-enhanced Real-time Control of Modular-Multilevel Reconfigurable Battery Packs for Automotive Applications
, Piscataway, NJ
, IEEE
. In: 2025 IEEE Energy Conversion Congress & Exposition Asia (ECCE-Asia),
2025
. - S. 1-6

Konferenzbeitrag / Conference Paper

Klimas-Koch, Pauline; Neve, Antje; Pawelczak, Dieter:
Choose Your Own A(I)dventure: Design, Development, and Evaluation of a Rule-Based Serious Game to Foster AI Risk Awareness in Students
. In: 12th International Conference on Higher Education Advances (HEAd'26),
2026
. - S. 811-818

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Zheng, Yusheng; Neve, Antje; Teodorescu, Remus:
Generalizable Fourier Neural Operator for estimation of lithium-ion battery temperature distribution
. In: eTransportation,
28.
2026
. - S. 100596

Zeitschriftenartikel / Journal Article

Wiedenmann, Andreas; Buberger, Johannes; Högerl, Tobias; Grupp, Wolfgang; Hohenegger, Michael; Kuder, Manuel; Weyh, Thomas; Neve, Antje:
Proactive Balancing for Reconfigurable Battery Systems with Automated Efficiency Analysis
2023

Konferenzbeitrag / Conference Paper

Neve, Antje; Pawelczak, Dieter:
Using ChatGPT for Creating Computer Science Exercises
. In: 10th International Conference on Higher Education Advances (HEAd ’24),
2024

Konferenzbeitrag / Conference Paper

Pohlmann, Sebastian; Mashayekh, Ali; Buberger, Johannes; Estaller, Julian; Wiedenmann, Andreas; Neve, Antje; Weyh, Thomas:
Correlation analysis and feature extraction using impedance spectroscopy over aging of lithium ion batteries
. In: Journal of Energy Storage,
105.
2025
. - S. 114715

Zeitschriftenartikel / Journal Article

Karnehm, Dominic; Neve, Antje:
Adaptive Compressing Electric Vehicle Battery Pack Measurements using Polynomial Coding
, Piscataway, NJ
, IEEE
. In: 2024 IEEE International Conference on Smart Mobility (SM),
2024
. - S. 141-146

Konferenzbeitrag / Conference Paper

Pohlmann, Sebastian; Mashayekh, Ali; Karnehm, Dominic; Kuder, Manuel; Neve, Antje; Weyh, Thomas:
Lithium Ion Batteries Impedance Approximation and Model Parameterization Using Artificial Neural Networks
, Piscataway, NJ
, IEEE
. In: 2024 IEEE International Conference on Industrial Technology (ICIT),
2024
. - S. 1-6

Konferenzbeitrag / Conference Paper

Sorokina, Nina; Bliemetsrieder, Wolfgang; Estaller, Julian; Karnehm, Dominic; Weyh, Thomas; Kuder, Manuel:
Performance Analysis of Reconfigurable Inverter Battery Systems for Aircraft Applications
, Piscataway
, IEEE
. In: 2024 24th International Scientific Conference on Electric Power Engineering (EPE),
2024
. - S. 1-6

Konferenzbeitrag / Conference Paper

Samanta, Akash; Karnehm, Dominic; Neve, Antje; Williamson, Sheldon:
Data-informed Healthy Cell Clustering Technique for Second-life Applications of Retired Electric Vehicle Batteries
, Piscataway, NJ
, IEEE
. In: 2024 IEEE Transportation Electrification Conference and Expo (ITEC),
2024
. - S. 1-5

Konferenzbeitrag / Conference Paper

Samanta, Akash; Karnehm, Dominic; Neve, Antje; William, Sheldon:
Voltage Relaxation Pattern Recognition for Efficient Sorting of Healthy Cells for Second-life Applications of Retired Electric Vehicle Batteries
, Piscataway, NJ
, IEEE
. In: 2024 IEEE International Conference on Industrial Technology (ICIT),
2024
. - S. 1-6

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Samanta, Akash; Anekal, Latha; Pohlmann, Sebastian; Neve, Antje; Williamson, Sheldon:
Comprehensive Comparative Analysis of Deep-Learning-Based State-of-Charge Estimation Algorithms for Cloud-Based Lithium-Ion Battery Management Systems
. In: IEEE Journal of Emerging and Selected Topics in Industrial Electronics,
5.
2024
, 2
. - S. 597-604

Zeitschriftenartikel / Journal Article

Karnehm, Dominic; Samanta, Akash; Neve, Antje; Williamson, Sheldon:
Five-layer IoT and Fog Computing Framework Towards Digital Twinning of Battery Management Systems for e-Transportation
, Piscataway, NJ
, IEEE
. In: 2024 4th International Conference on Smart Grid and Renewable Energy (SGRE),
2024
. - S. 1-7

Konferenzbeitrag / Conference Paper

Karnehm, Dominic; Anekal, Latha; Samanta, Akash; Neve, Antje; Williamson, Sheldon:
Towards Digital Twining of Lithium-ion Battery Management Systems: An Extended Kalman Filter for State-of-Charge Estimation in Cloud-platform
, Piscataway, NJ
, IEEE
. In: 2023 IEEE Energy Conversion Congress and Exposition (ECCE),
2023
. - S. 6524-6525

Konferenzbeitrag / Conference Paper

Schwitzgebel, Florian; Buberger, Johannes; Kuder, Manuel; Karnehm, Dominic; Sorokina, Nina; Wiedenmann, Andreas; Mashayekh, Ali; Eckerle, Richard; Weyh, Thomas:
Multilevel Inverter based Battery System Operation using a Decentralized Controller
, Piscataway
, IEEE
. In: 2022 International Conference on Smart Energy Systems and Technologies (SEST),
2022
. - S. 1-6

Konferenzbeitrag / Conference Paper