@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{2024-4,

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},

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 = {forthcoming},

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{2024-5,

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{2024-1,

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}

}

@inproceedings{2023-19,

title = {FNNs Models for Regression of S-Parameters in Multilayer Interconnects with Different Electrical Lengths},

author = {Allan Sanchesz-Masis and Renato Rimolo-Donadio and Kallol Roy and Modar Sulaiman and Christian Schuster},

doi = {10.1109/LAMC59011.2023.10375594},

year  = {2023},

date = {2023-12-08},

urldate = {2023-12-08},

organization = {2023 IEEE MTT-S Latin America Microwave Conference (LAMC), San José, Costa Rica, December 06-08,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-15,

title = {Influence of the Communication Environment on Orbital Angular Momentum (OAM) Mode Orthogonality},

author = {Michael Wulff and Lei Wang and Alexander Koelpin and Christian Schuster},

doi = {10.23919/EuMC58039.2023.10290384},

year  = {2023},

date = {2023-10-30},

urldate = {2023-10-30},

organization = {European Microwave Conference (EuMC), Berlin, Germany, September 19-21,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-16,

title = {Automated Generation and Correlation of Physics-Based Via Models with Full-Wave Simulation for an SI/PI Database},

author = {Til Hillebrecht and Johannes Alfert and Torsten Reuschel},

doi = {10.1109/EPEPS58208.2023.10314907},

year  = {2023},

date = {2023-10-18},

urldate = {2023-10-18},

organization = {Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), Milpitas, CA, USA, October 15-18,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-13,

title = {Physics Inspired Artificial Neural Network Adaptation for SAR Prediction in Bio-EM Problems},

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

doi = {10.1109/IMBioC56839.2023.10305115},

year  = {2023},

date = {2023-09-30},

urldate = {2023-09-30},

organization = {The 2023 International Microwave Biomedical Conference, Leuven, Belgium, September 11-13,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-12,

title = {Single-probe Near-field Phase Retrieval using On-The-Fly Scan and Hilbert Transform},

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

doi = {https://doi.org/10.1109/EMCEurope57790.2023.10274183},

year  = {2023},

date = {2023-09-06},

urldate = {2023-09-06},

organization = {EMC Europe 2023, Krakow, Poland, September 04-08,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-6,

title = {SAR Prediction in Human Head Tissues with Varying Material Parameters Using an Artificial Neural Network},

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

year  = {2023},

date = {2023-06-19},

urldate = {2023-06-19},

organization = {Annual Conference of BioEM, Oxford, United Kingdom, June 18-24,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-3,

title = {Bayesian Optimization of First-Order Continuous-Time Linear Equalization in High-Speed Links Including Crosstalk},

author = {Lennart Bohl and Katharina Scharff and Xiaomin Duan and Christian Schuster},

doi = {10.1109/SPI57109.2023.10145571},

year  = {2023},

date = {2023-05-08},

urldate = {2023-05-08},

organization = {IEEE Workshop on Signal and Power Integrity (SPI), Aveiro, Portugal, May 07-10,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-4,

title = {Modeling S-parameters of Interconnects using Periodic Gaussian Process Kernels},

author = {Federico Garbuglia and Domenico Spina and Torsten Reuschel and Christian Schuster and Dirk Deschrijver and Tom Dhaene},

doi = {10.1109/SPI57109.2023.10145548},

year  = {2023},

date = {2023-05-08},

urldate = {2023-05-08},

organization = {IEEE Workshop on Signal and Power Integrity (SPI), Aveiro, Portugal, May 07-10,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{2023-2,

title = {Measurement of Temperature and Humidity Dependance of Automotive-Grade Interconnects},

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

doi = {10.1109/SPI57109.2023.10145521},

year  = {2023},

date = {2023-05-07},

urldate = {2023-05-07},

organization = {IEEE Workshop on Signal and Power Integrity (SPI), Aveiro, Portugal, May 07-10,},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}