SUMOlab @ UGent-imec

SUrrogate MOdeling lab @IDLabResearch @UGent_fea @imec_int /
developers of the SUMO Toolbox /
data-efficient Machine Learning

[Tom Dhaene @TomDhaene]

Congrats
@thijs_ullrick
with your PhD on: “Kernel-Aided Rational Macromodeling and SPICE-Compatible Co-Simulation of Photonic-Electronic Integrated Circuits"

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

𝗧𝗵𝗶𝗷𝘀 𝗨𝗹𝗹𝗿𝗶𝗰𝗸 successfully presented “𝗞𝗔𝗥𝗠𝗔: 𝗞𝗲𝗿𝗻𝗲𝗹-𝗔𝗶𝗱𝗲𝗱 𝗥𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗮𝗰𝗿𝗼𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴.”

#EuMW2025 #RF #Microwave #ML

[Tom Dhaene @TomDhaene]

Our workshop at 𝗘𝘂𝗿𝗼𝗽𝗲𝗮𝗻 𝗠𝗶𝗰𝗿𝗼𝘄𝗮𝘃𝗲 𝗪𝗲𝗲𝗸 (EuMW 2025), Utrecht — 𝗔𝗜 & 𝗗𝗮𝘁𝗮-𝗗𝗿𝗶𝘃𝗲𝗻 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 𝗳𝗼�� 𝗥𝗙/𝗠𝗪 𝗗𝗲𝘀𝗶𝗴𝗻 — was a great success. Huge thanks to all speakers and the engaged audience!

Co-org with 𝗣𝗿𝗼𝗳. 𝗗 𝗦𝗽𝗶𝗻𝗮 (VUB).

[Tom Dhaene @TomDhaene]

🎉 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 Szeg�� Kernel"

[Tom Dhaene @TomDhaene]

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.

[Tom Dhaene @TomDhaene]

🚀 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

[SUMOlab @ UGent-imec @sumolabintec]

INTERREG project VasculAI on non-invasive monitoring of cardio-vascular diseases with AI https://t.co/RXArtwHtw9 @IDLabResearch @InterregFWVL @oost_vlaanderen

[Tom Dhaene @TomDhaene]

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

[SUMOlab @ UGent-imec @sumolabintec]

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

@IDLabResearch
@sumolabintec

[SUMOlab @ UGent-imec @sumolabintec]

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

[SUMOlab @ UGent-imec @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

[Tom Dhaene @TomDhaene]

New vacancy: Ph.D. position in Artificial Intelligence for Electromagnetic Compatibility.
@ugent_fea
@ResearchUGent

@imecVlaanderen
#EMC #Doctoralnetworks #MSCA

https://t.co/P8cvzSuWlD

[IDLab @IDLabResearch]

New vacancy: PhD position Deep Learning on Time series Data for Health Care
https://t.co/LNZaTucD3z
@ugent_fea
@ResearchUGent
@imecVlaanderen

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

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

[Tom Dhaene @TomDhaene]

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