University Physics LLM
(2025_Undergraduated)
2025.3.28
Joonghui Cho
Brain Reverse Engineering and Imaging Laboratory
Department of Electrical Engineering
KAIST
1
Introduction
2
Motivation
Use of advanced concepts
2) Not specialized for physics problem tasks
GPT often produce incorrect answers due to a lack of
domain-specific reasoning.
⭤
3
Objective
Developing an LLM for reliable and step-by-step solutions to university physics problems
4
Method
5
Method
1. Data Preparation
6
Method
2. Fine-Tuning
•
•
•
7
Method
3. RAG Retriever
8
Method
4. Problem Solving
9
Method
4. Problem Solving
10
Method
5. LaTeX Conversion
11
Results (1)
12
Experiments
Experiment overview
13
Experiments
14
Results (2)
15
16