Predictive Materials Modeling

Predictive Materials Modeling

Our Materials Modeling Group leverages advanced computational prediction and design capabilities to guide your product development, optimize processes, and minimize failures. Utilizing minimal material input and a combination of proprietary software, novel analytical techniques, and instrument optimization, we extract maximum information from laboratory data to improve material properties and forecast product stability. Our expertise includes cutting-edge methods such as total diffraction modeling, chemometric variance analysis, and humidity-temperature transformation modeling—allowing us to predict the physical stability of amorphous systems, identify formulation weaknesses, and fine-tune production methods for enhanced product performance. We specialize in handling complex challenges like phase separation, crystallization, and degradation under varying environmental conditions, helping you confidently navigate the development of non-crystalline systems. With our robust methodologies, including predictive modeling and in-silico formulation optimization, we empower you to overcome manufacturing hurdles and achieve superior stability and reliability in your products while protecting your investment.