Adam Thayer

Title: Innovations by Adam Thayer

Introduction

Adam Thayer is an accomplished inventor based in Arlington, TX (US). He has made significant contributions to the field of demand forecasting through his innovative approaches. With a total of 2 patents, Thayer's work is recognized for its impact on the industry.

Latest Patents

Thayer's latest patents include a deep learning-based demand forecasting system. This method involves training a neural network to approximate forecasting errors of a passenger-demand forecasting model. The process includes calculating historical passenger demand forecasts for key levels and departure dates, applying a dropout model to create a training sample, and training the neural network to approximate forecasting errors. Additionally, it calculates future passenger demand forecasts and approximates the associated forecasting errors for future departure dates.

Career Highlights

Adam Thayer is currently employed at American Airlines, Inc., where he applies his expertise in demand forecasting. His innovative methods have the potential to enhance operational efficiency and improve customer satisfaction in the airline industry.

Collaborations

Thayer collaborates with notable colleagues, including Benjamin Segal and Venkata Pilla. Their combined efforts contribute to advancing the field of demand forecasting and developing cutting-edge solutions.

Conclusion

Adam Thayer's contributions to demand forecasting through his innovative patents demonstrate his commitment to enhancing the industry. His work at American Airlines, Inc. and collaborations with talented colleagues further solidify his role as a leading inventor in this field.