Papers

Robin Matthew G. Medina

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

Title 2: Digital-Twin-Based BMS for Autonomous Mobile Robot using Machine Learning
Target: Winter Intensive

Title 3: Optimized Lightweight LSTM model for SOC Estimation on the Edge
Target: KICS Winter 2022 (Submitted)

Last Week's Progress

- Do background research for a new winter intensive title
- Created a new winter intensive title
- Created Phase 1 and 2 Presentation for Winter Intensive
- Do some research about Mathematical Models, Machine Learning, and Autonomous Mobile Robots

This Week Todo's

- Start writing journal for winter intensive
- Read journals about BMS and formulate a problem within it
- Find journals that have existing mathematical models and improve it
- Create KICS Winter Presentation

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Implement basics of Unreal Engine
- Started Unreal Engine Courses

This Week's Project

- Continue Studying and Implementing Unreal Engine
- Continue Unreal Engine Courses
- Find tasks for the team next week
- Complete tasks assigned

Monthly Goals

1. Learn more about machine learning and deep learning with Python
- Online tutorials
- Re-simulate what I learned
- Apply to my research topic

2. Learn about BMS and AI-enabled Digital Twin
- Online tutorials
- Journals
- Apply what I learned to my project and research

3. Conference Paper (Domestic) - Done

4. Finish Winter Intensive

Annual Goals

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

2. Publish at least one International 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