Performance Engineering

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Accelerating next-generation battery design through simulation

September 28, 2026

Electrification and sustainability are reshaping mobility, with next-generation batteries playing a key enabling role. While solid-state batteries promise improved safety and higher energy density, their development remains challenging. Check out this blog post about my PhD research (in a Baekeland mandate project with Siemens and VUB, supported by VLAIO) aimed at accelerating solid-state battery design through simulation.

By Anna De Gol
5 MIN READ

Towards robust optimal sensor placement for thermal digital twins in electronics

August 23, 2026

Physical sensors are expensive and spatially restricted. Thermal Digital Twins leverage physics models and strategic sensing to provide virtual temperature data at critical, inaccessible locations where physical hardware cannot go.

By Matteo Depaola and Robin Bornoff
6 MIN READ

Transfer Learning accelerating the shift to new battery materials and chemistries

June 18, 2026

Unlock faster battery innovation with transfer learning! This blog reveals how AI accelerates the discovery and optimization of new battery materials, rapidly advancing sustainable energy solutions for a brighter future

By Stijn Jonckheere and Laszlo Farkas
6 MIN READ
Lithium Solid State Battery for EV Electric Vehicle, new research and development batteries with solid electrolyte energy storage for automotive car industry, cathode

Accelerating battery innovation through simulation

February 3, 2026

Tired of slow battery development? Discover how Siemens and the FULL-MAP project are accelerating battery innovation! We’re adopting advanced modeling and simulation to achieve next-generation batteries faster. Our research will accelerate battery design and shaping the future of electrification and sustainability. For this purpose, we target faster, cheaper and more predictive battery development cycles with fewer experiments and quicker iterations.

By Stijn Jonckheere and Laszlo Farkas
4 MIN READ