한성원 연구실

Development and Clinical Validation of an AI-Based Pain Management Algorithm

Development of Climate-Based Environmental Test Standards Using Customer Usage Data to Enhance Durability of New Technologies

Development of Trust AI Agents Core Model

Development of a model for predicting the composition of wheat flour using NIR analysis

Development of a model for predicting the physical properties of flour

English problem generation algorithm based on large language models (LLMs)

Question Generation Model Research Based on Artificial Intelligence

Automatic Generation Algorithm for Product Information Tagging using AI

Establishment of Optimized Medical Database and Development of Questionnaire AI Algorithm for Promoting Non-face-to-face Healthcare

Diagnosis of Spinal Fractures Using Artificial Intelligence

Artificial Intelligence Research for Monomer Design

Battlefield Data Simulation Technology (Battlefield Data Generative Model, Unstructured Simulated Battlefield Data Generation)

Big Data Group for Problem-defining Talent Training (BK21 Project)

Development of 6D Object Pose Estimation Model in Medical Environment

A Study on Artificial Intelligence Writing Technology using Natural Language Processing

Development of Questionnaire AI to Provide Remote Medical Consultations

A Study on the Development of Image Classification for Secondary Battery Products using Artificial Intelligence

Development of AI-based Process Risk Preliminary Review System

Quantum Machine Learning Simulator (advisory and student researcher participation)

Development of Genetic Analysis Methodology Combining High-Dimensional Networks and Artificial Intelligence (development of network model-based CNN and graph CNN deep learning algorithms)

Extraction of Durable Deteriorated Parts and Development of Future Failure Patterns Prediction using Claim Data (deep learning model development)

Development of CDM Extended Model for Infectious Disease Data and Development of a Tool to Utilize the Model

Development of CDM Extended Model of Unstructured Data based on Pathology, Electrocardiogram, and Echocardiography and Development of a Tool to Utilize the Model

Industrial Artificial Intelligence Professionals Training (opened Deep Learning Theory and Application course)

Technology to Predict and Control Nonlinear Characteristics of Artificial Intelligence-based Noise

Development of Efficient Performance Prediction Technology based on Big Data

Construction of a Prediction Model for Ship AIS Destination

Construction of Solar Power Forecasting Algorithm using Machine Learning

Development of Forecasting Program for the Weather Force of a Ship using the Performance Data and Weather Data

Development of Universal Chest X-ray Determination Assistance Technology based on Artificial Intelligence Convolutional Neural Network and Circular Neural Network

Development of a Crop Yield Prediction Model and building a Platform (development of deep learning algorithms for crop reading and quality prediction based on drone image data)

Numerical Weather Forecasting Model Data Frame Interpolation Service

Development of Failure Prediction Technology based on Claim Data [Deep Learning / Machine Learning] (Hyundai Motor Future Technology Research Project)

Development of an Algorithm to Support Efficient Operation of Ships to Overcome Marine Environmental Regulations (development of machine learning/deep learning algorithms)

Construction Service of Cloud Movement Vector Production Algorithm based on Chollian Satellite Image (development of cloud movement prediction algorithm using deep learning)

Development of Mathematical Methodology for Genetic Network Analysis under High-Dimensional Big Data

Development and Performance Improvement of Artificial Intelligence Algorithm for Arrhythmia Electrocardiogram Detection (deep learning algorithm development)

A Study on the Electrochemical Properties of Nanoparticles through Informatics Analysis