Chemical Property Prediction TRIZ Cases
- Scoring a building's atmospheric environment
See how thermal comfort, ventilation, and air quality metrics are normalized into a single comp
- Scoring a building's atmospheric environment
See how normalized sensor metrics for thermal comfort, ventilation, and air quality merge into
- Learning model generation method, program, storage medium, and learned model
See how a learning model trained on water-repellent test data predicts agent-base material eval
- Device, method and program for acquiring feature data for material composition information based on artificial intelligence
Two AI models jointly learn composition and structure features, improving battery material analysis when structural data is limited.
- Electrolyte Material Screening for Oxygen Radical Suppression
Database filtering of organic electrolyte candidates cuts screening time while finding substances that deactivate oxygen radicals and extend battery life.
- Electrolyte Material Screening for SEI-Forming Lithium Batteries
Database filtering of organic substances by electron affinity and lithium-salt coordination cuts electrolyte screening effort while targeting SEI-forming candidates.
- Secondary Battery Life Diagnosis via Electrolyte Diffusion Estimation
A trained model estimates electrolyte diffusion from voltage, capacity, and temperature data to assess secondary battery remaining life without disassembly.