Projects
AI for Education
BETAClassroom pilot preparation · updated 2026-06-22Yenka AI Physics
เยนกา เอไอ ฟิสิกส์
AI-guided physics simulation and virtual laboratory with automatic experiment and question generation.
ห้องปฏิบัติการฟิสิกส์เสมือนพร้อม AI Tutor และการสร้างการทดลองอัตโนมัติ
View ResearchDemoArchitecturePaperDatasetCodeAPI
Problem
Simulation software gives learners freedom but little guidance; teachers cannot scale one-to-one feedback.
Research Question
Does an AI tutor grounded in the simulation state improve conceptual gain over free exploration?
Objectives
- Generate experiments automatically from a learning objective
- Provide simulation-grounded tutoring
- Assess conceptual understanding, not just final answers
Methodology
- 01Simulation state grounding
- 02Automatic item generation
- 03Pilot study design
Architecture
Learning ObjectiveCurriculum map
Teacher-selected
Experiment GeneratorLLM
Parameterised lab setup
3D LaboratoryUnity
Interactive simulation
AI TutorGrounded LLM
Reads simulation state
AI AssessmentItem model
Concept-level scoring
Results & Benchmark
- Pilot status
- Preparation
Limitations
- · No learning-outcome claims until the pilot study concludes