Papers

Robin Matthew G. Medina

Title 1: Hate speech detection for the Metaverse using CNN
Target: KICS Fall 2022(Accepted)

Title 2: Optimized Lightweight LSTM model for SOC Estimation on the Edge
Target: KICS Winter 2022 (Accepted)

Title 3: Working on a new Title based on New Research Area

Last Week's Progress

- Continuation of Survey of Digital Twin for Hardware
- Aligned tasks from the project into own research area
- Develop actual implementation of Digital Twin Software

This Week Todo's

- Survey BMS paper to formulate problems
- Survey Hardware Implementation for Digital Twin

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Convert a model into ONNX format
- Implement model into Unreal Engine
- Study how to 3D model an actual battery
- Tried different type of AI Implementation in Unreal Engine

This Week's Project

- Create a 3D model of Battery
- Visualize result in Unreal Engine

Monthly Goals

1. Learn about BMS and AI-enabled Digital Twin
- Online tutorials
- Journals
- Apply what I learned to my project and research
- Unreal Engine
- 3D Modeling

2. Start Writing a Paper

Annual Goals

1. Publish conference papers (Domestic/International)
- KICS Winter - Accepted
- KICS Summer
- KICS Fall
- ICTC

2. Publish at least one International Conference

3. Publish at least one Journal(SCI/SCIE)

3. Study Digital Twin and its Implementation

4. Master Python Programming and Machine Learning

5. Master Unreal Engine 5

6. Study BMS