SUMOlab @ UGent-imec

Congrats @karel_fonteyn with your PhD on: “Context-Aware Deep Learning for Biomedical Time Series Analysis”

It was a pleasure to deliver a tutorial at IEEE EDAPS 2025 in Sapporo, Japan, together with Thijs Ullrich, on ML-based macromodeling for high-speed interconnects and advanced packaging. Thanks to the organizers and participants for the great discussions. #EDAPS #ML #Packaging

Congrats Hua Wei with your PhD on: "Multi-Objective Optimization and Active Learning of Multi-Fidelity Simulations"

𝗧𝗵𝗶𝗷𝘀 𝗨𝗹𝗹𝗿𝗶𝗰𝗸 successfully presented “𝗞𝗔𝗥𝗠𝗔: 𝗞𝗲𝗿𝗻𝗲𝗹-𝗔𝗶𝗱𝗲𝗱 𝗥𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗮𝗰𝗿𝗼𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴.” #EuMW2025 #RF #Microwave #ML

Our workshop at 𝗘𝘂𝗿𝗼𝗽𝗲𝗮𝗻 𝗠𝗶𝗰𝗿𝗼𝘄𝗮𝘃𝗲 𝗪𝗲𝗲𝗸 (EuMW 2025), Utrecht — 𝗔𝗜 & 𝗗𝗮𝘁𝗮-𝗗𝗿𝗶𝘃𝗲𝗻 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 𝗳𝗼𝗿 𝗥𝗙/𝗠𝗪 𝗗𝗲𝘀𝗶𝗴𝗻 — was a great success. Huge thanks to all speakers and the engaged audience! Co-org with 𝗣𝗿𝗼𝗳. 𝗗 𝗦𝗽𝗶𝗻𝗮 (VUB).

🎉 Congratulations to Yens Lindemans on receiving the IEEE EPS Student Travel Grant at the 2025 IEEE Workshop on Signal and Power Integrity (#SPI2025)! Awarded paper: "Bayesian Optimization of Microwave Filters: A Physics-Informed Approach Using the Szegö Kernel"

Keynote by Tom Dhaene on "Machine Learning Methodologies for the Design of RF/MW Systems: Challenges and Opportunities" at the 12th International Conference on Computation in Electromagnetics (#CEM2025), chaired by Prof. Davy Pissoort.

🚀 Successful kick-off for VasculAI, an Interreg France-Wallonia-Flanders project! Lennert @lennertbontinck had the honor of presenting the first results of his ECGencode research — well done! 👏 #VasculAI #Interreg #AIinHealthcare #ECGencode

INTERREG project VasculAI on non-invasive monitoring of cardio-vascular diseases with AI tinyurl.com/vasculai @IDLabResearch @InterregFWVL @oost_vlaanderen

Tutorial on “Machine Learning-based methodologies for the design of modern RF and microwave systems” by Domenico Spina (VUB) & Tom Dhaene (UGent-imec), at the IEEE Electrical Design of Advanced Packaging and Systems (IEEE #EDAPS2024) symposium

Ioana Nikova at #WinterSim2024 : “Tradeoff-aware Bayesian Active Learning with varying cost for feasible region identification” @IDLabResearch @sumolabintec

Thijs Ullrick #EPEPS2024 :"Modeling Microwave S-parameters using ​Frequency-scaled Rational Gaussian Process Kernels​" @IEEEMTT @IDLabResearch @sumolabintec

Arash @HeidariArash94 2 papers at #EuRAD: “Optimizing Memory Footprint for Radar-Based Human Activity Recognition on Resource-Constrained Devices" & "Optimized Data Transmission for Radar-Based Edge-Cloud Human Activity Recognition via Quantization" #EuMW2024 @IDLabResearch

New vacancy: Ph.D. position in Artificial Intelligence for Electromagnetic Compatibility. @ugent_fea @ResearchUGent @imecVlaanderen #EMC #Doctoralnetworks #MSCA linkedin.com/posts/pattern-…

New vacancy: PhD position Deep Learning on Time series Data for Health Care ugent.be/ea/idlab/en/jo… @ugent_fea @ResearchUGent @imecVlaanderen

Congrats Jixiang Qing with your PhD on: "Bayesian Active Learning for Engineering Design and Optimization under Uncertainty"

Congrats Nasrulloh Loka with your PhD on: “Bayesian Optimization for Engineering Design and Process Optimization"

Congrats Federico Garbuglia with your PhD on: “Bayesian Active Learning for Modeling and Optimization of Microwave Devices”

Congrats Lorin Werthen-Brabants with your PhD on: “Quantifying Uncertainty and Improving Reliability of Time-Series Based Deep Learning Models”

Thijs Ullrick #EPEPS2023 : “Wideband Complex Vector Fitting for Modeling Time Delay Variations in Passive Photonic Filters" @IEEEMTT @IDLabResearch @sumolabintec