Ian Clark

Title: Ian Clark - Innovator in Chemical Product Formulation

Introduction

Ian Clark is a notable inventor based in Midland, MI (US). He has made significant contributions to the field of chemical formulations, particularly through his innovative approach to machine learning applications in this area. His work focuses on enhancing the efficiency and accuracy of predicting chemical product attributes.

Latest Patents

Ian Clark holds a patent for a formulation graph for machine learning of chemical products. This patent describes how chemical formulations can be represented by digital formulation graphs, which are utilized in machine learning models. The digital formulation graphs can be processed by graph-based algorithms, such as graph neural networks, to generate a feature vector. This feature vector provides a denser description of the chemical product compared to the digital formulation graph itself. It can be used in supervised machine learning models to predict various attribute values of the chemical product without the need for actual production processes. Additionally, the feature vector can be input into unsupervised machine learning models, which can compare chemical products and recommend substitutes based on the analysis.

Career Highlights

Ian Clark is currently employed at Dow Global Technologies LLC, where he continues to develop innovative solutions in chemical formulations. His work has positioned him as a key player in the integration of machine learning with chemical engineering.

Collaborations

Ian collaborates with Alix Schmidt, a coworker who shares his passion for advancing chemical product formulations through innovative technologies.

Conclusion

Ian Clark's contributions to the field of chemical formulations and machine learning exemplify the intersection of technology and chemistry. His patent and ongoing work at Dow Global Technologies LLC highlight his commitment to innovation in this vital area.