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 Lightweight Models

Title 4: Data Visualization for Digital Twin-based BMS using Unreal Engine

Last Week's Progress

- Survey different implementations of SOC Lightweight Models for BMS

This Week Todo's

- Continue surveying implementations of SOC Lightweight and choose the best way or solution to create a novel lightweight model for a different application other than BMS.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Successfully created a User Input-based Conditioning that will change the battery color based on a certain threshold
- Successfully imported 3D model in Unreal Engine and used it as an Object for the previous task

This Week's Project

- Update the results based on given comments
- Implement the blueprint on Unreal Engine 4.27
- Assist Paul on AI tasks

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