Location History:
- Oak Ridge, TN (US) (2022)
- Knoxville, TN (US) (2022)
Company Filing History:
Years Active: 2022
Title: The Innovative Contributions of Derek C. Rose
Introduction: Derek C. Rose is an accomplished inventor based in Oak Ridge, Tennessee, recognized for his contributions to the field of additive manufacturing and neural network optimization. With two patents to his name, he continues to push the boundaries of innovation within his industry.
Latest Patents: Rose's latest inventions include groundbreaking systems aimed at enhancing the effectiveness of additive manufacturing. His first patent, titled "Systems and Methods for Powder Bed Additive Manufacturing Anomaly Detection," focuses on identifying and classifying anomalies that occur during the additive manufacturing process. This invention leverages a multi-scaled parallel dynamic segmentation convolutional neural network architecture to conduct real-time anomaly detection, achieving accurate and generalizable results across different manufacturing machines. His second patent, "Optimizing Neural Networks," presents a novel system and method for designing and optimizing neural networks. This process utilizes a data store of diverse gene vectors and employs a unique asynchronous evaluation method that continuously improves network performance until specific fitness levels are secured.
Career Highlights: Derek C. Rose has made significant strides in the areas of engineering and technology throughout his career. His work at UT-Battelle, Inc. has positioned him as a leading figure in research and development, particularly in the realm of advanced manufacturing processes.
Collaborations: Rose has collaborated with esteemed colleagues such as Robert Matthew Patton and Steven R. Young, contributing to a rich collaborative environment that fosters innovation and excellence in their projects.
Conclusion: With his innovative patents and collaborative spirit, Derek C. Rose significantly impacts the fields of additive manufacturing and neural networks. His work not only enhances current technologies but also paves the way for future advancements in these critical areas of innovation.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.