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
Target: Winter Intensive 2022-2023

Title 4: Data Visualization for Digital Twin-based BMS using Unreal Engine
Target: KICS Summer 2023 (Submitted)

Title 5: New Title Regarding Project Research Area
Target: Summer Intensive 2023

Last Week's Progress

- Surveyed some papers regarding SoC Implementation
- Resolved some project-based Issues that are related to my research area

This Week Todo's

- Continuation of paper reading regarding SOC Implementation
- Find some existing SOC Estimation Codes and Test it

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

- Continuation of Model Testing on Unreal Engine
- Achieve Parameter based Prediction for Unreal Engine
- Resolving the Model not being able to read by Unreal Engine

This Week's Project

- Error Testing and Fixing regarding the Model Testing Previously Done and Finding Solutions

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