David M Freed

Title: David M Freed: Innovator in Machine Learning and Simulation

Introduction

David M Freed is a prominent inventor based in Burlingame, CA (US). He has made significant contributions to the field of machine learning and computational simulations. With a total of 7 patents to his name, Freed's work focuses on automating processes that enhance the efficiency of machine learning models.

Latest Patents

Freed's latest patents include innovative systems and methods for the automated generation of machine learning models from computational simulation data. One notable method involves performing a set of computational simulations and assembling a data set that includes results from these simulations. This data set is crucial for training machine learning models, incorporating at least one feature and one target. Another significant patent addresses the estimation of computational costs associated with simulations. This method utilizes a machine learning model to predict computational cost characteristics based on input feature data sets, which include model geometry and simulation metadata.

Career Highlights

Throughout his career, David M Freed has worked with notable companies such as Onscale, Inc. and Ansys, Inc. His experience in these organizations has allowed him to develop and refine his innovative approaches to machine learning and simulation.

Collaborations

Freed has collaborated with talented individuals in his field, including Ryan Matthew Diestelhorst and Scott McClennan. These collaborations have contributed to the advancement of his research and the successful implementation of his patented technologies.

Conclusion

David M Freed stands out as an influential inventor in the realm of machine learning and computational simulations. His innovative patents and career achievements reflect his dedication to advancing technology in these fields.