eShocan is presenting five technical research sessions across NAFEMS Europe in Munich (27–28 October) and NAFEMS India Conference in Bengaluru (17–18 November), covering simulation automation, Euro NCAP ADAS co-simulation, battery intelligence, and AI-enabled SPDM.
Four technical papers covering AI-driven multiphysics automation, Euro NCAP active safety protocols, physics-informed battery intelligence, and next-gen SPDM.
Safety analysis and fault simulation usually live in separate worlds, which means slow handoffs and manual rework. This paper shows how large language models and retrieval-augmented generation can connect the two, turning safety requirements into simulation-ready workflows for automotive electronics.
Testing active safety systems on the road is costly and hard to repeat. We present a full-vehicle co-simulation approach that validates ADAS behaviour against Euro NCAP protocols, combining vehicle dynamics with 3D animation so results are easy to see and easy to trust.
A battery behaves differently on a hill, in the cold, or under an aggressive driver. This paper introduces a physics-informed deep learning framework that estimates state of charge, state of health and remaining useful life together, and adapts automatically to real driving conditions.
Simulation data is only valuable if teams can find, trust and reuse it. This paper presents a lightweight, AI-enabled approach to simulation process and data management that captures workflows and metadata automatically, without the heavy overhead of traditional SPDM tools.
At NAFEMS India Conference in Bengaluru, Jaywant Mahajan presents eShocan's full-vehicle multiphysics ADAS co-simulation methodology. The session covers Euro NCAP active safety protocol validation combining multi-body vehicle dynamics with high-fidelity 3D animation for rapid validation and verifiable active safety protocols.
NAFEMS brings together the international simulation, SPDM, and engineering AI community for three days of high-impact technical exchange.
Science Congress Center Munich
Walther-von-Dyck-Straße 10
85748 Garching bei München, Germany
27 – 29 October 2026
Joint SPDM Conference 2026 & AI/ML in Engineering Simulation Conference organized by NAFEMS.
3 Presenting Authors
Jaywant Mahajan (Simulation Automation & Battery AI)
Tayeb Zeguer & Mayur Bachhav (AI-Enabled SPDM)
U-Bahn U6 Garching
Station Garching-Forschungszentrum located right at the entrance. Direct rail from Munich Airport & Central Station.
Our lead authors and simulation architects will be available on-site across both conference days (27–28 October 2026). Whether you want to review your simulation automation pipeline, evaluate Euro NCAP co-simulation, explore battery AI, or discuss lightweight SPDM implementation — schedule time to meet directly.
Tell us your engineering goals and preferred time slot at NAFEMS.