@inproceedings{nokey,

title = {Data-Driven Path Loss Estimation in Human Body Communication: Enhancing Efficiency via Parameter Prioritization and Transfer Learning},

author = {Hamideh Esmaeili and Lijia Liu and Cheng Yang and Jianqing Wang and Christian Schuster},

doi = {10.23919/EuMC65286.2025.11235242},

year  = {2025},

date = {2025-09-25},

urldate = {2025-09-25},

organization = { 2025 55th European Microwave Conference (EuMC),  Utrecht, Netherlands, September 23 -25, 2025},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Electric Vehicle HV-DC EMC Filter Loss due to Variations in AC-Load Configuration},

author = {Lennart Bohl and Guido A. Rasek and Mohamed Abdallah and Cheng Yang and Christian Schuster},

doi = {10.1109/EMCEurope61644.2025.11176228},

year  = {2025},

date = {2025-09-05},

urldate = {2025-09-05},

organization = {2025 International Symposium on Electromagnetic Compatibility – EMC Europe, France, Paris, September 1 - 5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Full-Body vs. Head-Only Modeling: Full Wave Computational SAR and Adaptation of Corresponding ANN Models},

author = {Hamideh Esmaeili and Cheng Yang and Christian Schuster},

doi = {10.1109/EMCEurope61644.2025.11176303},

year  = {2025},

date = {2025-09-05},

urldate = {2025-09-05},

organization = {2025 International Symposium on Electromagnetic Compatibility – EMC Europe, France, Paris, September 1 - 5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Data-Driven Prediction of Temperature-Dependent Dielectric and Conductive Parameters Based on Differential Stripline Characteristics},

author = {Jose Enrique Hernandez-Bonilla and Torben Wendt and Torsten Reuschel and Cheng Yang and Christian Schuster},

doi = {10.1109/SPI64682.2025.11014374},

year  = {2025},

date = {2025-05-14},

urldate = {2025-05-14},

organization = {2025 IEEE 29th Workshop on Signal and Power Integrity (SPI); Italy, Gaeta, May 11 -14},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Unified Pre-Processing Steps Reducing the PCB Design Space to Enable ML Applications for Signal and Power Integrity Analysis },

author = {Til Hillebrecht and Tommy Weber and Johannes Alfert and Christian Schuster },

doi = { 10.1109/SPI64682.2025.11014326 },

year  = {2025},

date = {2025-05-12},

urldate = {2025-05-12},

organization = {2025 IEEE 29th Workshop on Signal and Power Integrity (SPI), Gaeta, Italy, May 11-14},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2025-1,

title = {Raster scan imaging in atomic force microscopy: New perspectives and potential of using signal and system theory},

author = {Cheng Yang and Diego Ribas Gomes},

doi = {https://doi.org/10.1016/j.measen.2025.101842},

issn = {2665-9174},

year  = {2025},

date = {2025-02-18},

urldate = {2025-02-18},

publisher = { published as special issue in Measurement: Sensors, 101842},

organization = {IMEKO 2024 XXIV word congress, Hamburg, Germany, August 26-29, 2024},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-8b,

title = {Calculation and Distribution of Losses in EMC Filters in the High-Voltage Power Train for an Electric Vehicle},

author = {Lennart Bohl and Guido A. Rasek and Thomas Stöhr and Cheng Yang and Christian Schuster},

doi = { 10.1109/EMCEurope59828.2024.10722334},

year  = {2024},

date = {2024-10-25},

urldate = {2024-10-25},

organization = {2024 International Symposium on Electromagnetic Compatibility – EMC Europe, Brugge, Belgium, September 2-5,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-10,

title = {Data-Efficient Prediction of the Specific Absorption Rate in a Human Head Model Exposed to a Plane EM Wave Using Gaussian Process Regression},

author = {Youcef Hassab and Hamideh Esmaeili and Christian Schuster },

doi = {10.1109/EMCEurope59828.2024.10722073},

year  = {2024},

date = {2024-10-25},

urldate = {2024-10-25},

organization = {2024 International Symposium on Electromagnetic Compatibility – EMC Europe, Bruges, Belgium, September 2-5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-10b,

title = {SAR Prediction for Human Head Models Considering Dependencies on Incident Angle of Exposure Using Parameter Prioritization in ANNs},

author = {Hamideh Esmaeili and Cheng Yang and Christian Schuster},

doi = {10.1109/IMBioC60287.2024.10590154},

year  = {2024},

date = {2024-07-15},

urldate = {2024-07-15},

organization = {2024 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), Montreal, Canada, June 11-13,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-11,

title = {Uncertainty Quantification of the Insertion Loss of an Automotive PCB Stripline},

author = {Jose Enrique Hernandez-Bonilla and Golzar Alavi and Torsten Reuschel and Cheng Yang and Christian Schuster},

doi = {10.1109/SPI60975.2024.10539230},

year  = {2024},

date = {2024-05-29},

organization = {2024 IEEE 28th Workshop on Signal and Power Integrity (SPI), Lisbon, Portugal, May 12-15,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-4,

title = {Dimensional Reduction by Auto-Encoders in Machine Learning Based Power Integrity Analysis},

author = {Zouhair Nezhi and Marcus Stiemer and Morten Schierholz and Christian Schuster},

doi = {10.1109/SPI60975.2024.10539211},

year  = {2024},

date = {2024-05-15},

urldate = {2024-05-15},

organization = {2024 IEEE 28th Workshop on Signal and Power Integrity (SPI), Lisbon, Portugal, May 12-15,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-5,

title = {Application of Gaussian Process Regression for Data Efficient Prediction of PCB-based Power Delivery Network Impedance Features},

author = {Youcef Hassab and Morten Schierholz and Christian Schuster},

doi = {https://doi.org/10.1109/SPI60975.2024.10539189},

year  = {2024},

date = {2024-05-15},

urldate = {2024-05-15},

organization = {2024 IEEE 28th Workshop on Signal and Power Integrity (SPI), Lisbon, Portugal, May 12-15},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-3,

title = {PCB based Power Delivery Network Analysis Using Transfer Learning and Artificial Neural Networks},

author = {Morten Schierholz and Christian Schuster and Zouhair Nezhi and Marcus Stiemer},

doi = {10.1109/SPI60975.2024.10539196},

year  = {2024},

date = {2024-05-15},

urldate = {2024-05-15},

organization = {2024 IEEE 28th Workshop on Signal and Power Integrity (SPI), Lisbon, Portugal, May 12-15,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-1,

title = {Complex Near-Field Measurement Using On-The-Fly Scan with In-phase and Quadrature Demodulation},

author = {Cheng Yang and Christian Adam and Sebastian Götschel},

doi = {10.23919/GeMiC59120.2024.10485338},

year  = {2024},

date = {2024-04-04},

urldate = {2024-03-11},

organization = {15 German Microwave Conference (GeMiC), Duisburg, Germany, March 11-12,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2024-2,

title = {Applying Techniques of Transfer and Active Learning to Practical PCB Noise Decoupling},

author = {Christian Morten Schierholz and Youcef Hassab and Ihsan Erdin and Jayaprakash Balachandran and Christian Schuster},

year  = {2024},

date = {2024-01-30},

urldate = {2024-01-30},

organization = {DesignCon 2024, Sanata Clara, USA, January 30 - February 1,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}