Merging Large Language Models and Battery Physics for User-Aware Electric Vehicle Driving Management

arXiv:2609.27050 · eess.SY, cs.SY · Submitted 2026-09-22 · Read on arXiv

eess.SY, cs.SY

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

Robustness — 5× in this paper · explained in 5 episodes
Adaptation — 4× in this paper · explained in 1 episode
Physical Constraints — 4× in this paper · explained in 7 episodes
Large Language Model — 3× in this paper
Intelligent Driver Model — 2× in this paper
Lyapunov function — 2× in this paper · explained in 2 episodes
Transformer — 2× in this paper · explained in 2 episodes
AI Integration — 1× in this paper · explained in 1 episode
Abstraction — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
Closed-Loop System — 1× in this paper · explained in 4 episodes
Conservation Laws — 1× in this paper · explained in 3 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
Multi-modal Inputs — 1× in this paper · explained in 2 episodes
Single Particle Model — 1× in this paper
Transformer Architecture — 1× in this paper · explained in 2 episodes
Vector Representations — 1× in this paper · explained in 2 episodes

Sources

Understanding LLM Embeddings for Regression

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