AI-Driven Design of Experiments, Surrogate Model
From Simulation to Smarter Design: AI × CAE, Surrogate-Model Optimization, and a Real-World Case Study
1. Introduction: How CAE is transforming manufacturing and where the challenges remain In today’s world of product development, there is a growing need to bring important...
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Gaussian Process Regression, Bayesian Analysis, Prediction and Optimization, Multi-Input Multi-Objective Analysis, Deep Learning, Precise Optimization, Contribution Analysis, Chain Analysis
Beyond the Solvent-Quality Trade-Off: How AI Chain Analysis Links Ink Formulation to Print Quality
When you pick up a brightly printed bag of snacks at the supermarket, have you ever wondered how those vivid colors in the package were produced? For many years, printing...
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Contribution Analysis, Prediction and Optimization, Deep Learning
What AI Can Reveal About Dementia/Alzheimer’s Disease Risk from Brain Imaging and Simple Tests
A quick cognitive screening test that takes only a few minutes, and brain-volume data automatically obtained from MRI scans: If these two pieces of information are brough...
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Prediction and Optimization, Multi-Input Multi-Objective Analysis, Deep Learning, Precise Optimization, Contribution Analysis
The AI-Discovered “Golden Ratio” of Tennis Racket Design
How Multi-Sigma® Reveals the Design Formula Behind Winning Performance
Introduction: The “best racket” might be your worst match Let us begin with a simple question. If you picked up the racket that Federer himself relies on, would you sudde...
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Time-series Data, Marketing Analysis
Sales Prediction and Contribution Analysis Based on Retail Sales Time Series Data
This blog article focuses on an analysis using a well-known retail sales time series dataset publicly available through an online data analysis platform. Across the retai...
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Precise Optimization
A Data-Driven Future:
AI Opening the Door to Personalized Medicine for Chronic Low Back Pain
In medicine, the ideal of providing “the right treatment for each individual” has long been held up as a goal worth pursuing. In practice, however, achieving that goal ha...
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Time-series Data, Prediction and Optimization, Surrogate Model
The Future of Preparedness:How AI-Powered Multi-Sigma® Predicts the Threat of Tsunamis
On July 30, 2025, televisions across the globe are filled with urgent news. A massive magnitude 8.8 earthquake has struck off the coast of Russia's Kamchatka Peninsula. A...
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Chain Analysis
Unlocking the Best Wake-Up with multiple AI: Optimizing Sleep Conditions through Multi-Sigma® AI Chain Analysis
“Despite sleeping well last night, I still feel unfocused today...” “Could my difficulty concentrating be linked to the way I slept?” Sleep plays a crucial role in determ...
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Deep Learning, Contribution Analysis
Using AI to Predict Global Warming Potential for Sustainable Refrigerant Design
Climate change has become one of the most pressing challenges of our time. Synthetic refrigerants used in cooling systems, such as air conditioning and refrigeration, con...
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Precise Optimization, Chain Analysis
Driving Innovation with AI Chain Analysis: Integrating Experimental Data for High-Performance MOF Development
Driving Innovation with AI Chain Analysis: Integrating Experimental Data for High-Performance MOF Development Introduction: Revealing the Whole Picture Through AI Chain M...
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