Dimitri J Papageorgiou

Title: The Innovations of Dimitri J Papageorgiou

Introduction

Dimitri J Papageorgiou is an accomplished inventor based in Stewartsville, NJ (US). He has made significant contributions to the field of chemical engineering through his innovative work. His expertise lies in developing advanced models that enhance chemical production processes.

Latest Patents

Dimitri holds a patent for a "Surrogate model for a chemical production process." This technology involves a machine-learned model that utilizes a collection of inputs and outputs from simulations of chemical production processes and actual production data as training data. Once trained, the surrogate model can estimate the output of a chemical production process based on given inputs. A notable aspect of this technology is that it improves upon previous surrogate models by constraining outputs to those that are feasible in real-world scenarios. This addresses the challenge of ensuring that the model does not suggest outputs that cannot be produced in practice.

Career Highlights

Dimitri is currently employed at ExxonMobil Technology and Engineering Company, where he applies his expertise in chemical engineering and machine learning. His work focuses on optimizing chemical production processes, making them more efficient and reliable.

Collaborations

Dimitri collaborates with talented professionals in his field, including Stijn De Waele and Myun-Seok Cheon. These collaborations enhance the development and application of innovative technologies in chemical engineering.

Conclusion

Dimitri J Papageorgiou's contributions to the field of chemical engineering through his innovative surrogate model demonstrate his commitment to advancing technology in chemical production. His work not only improves efficiency but also ensures that outputs are practical and achievable in real-world applications.