Company Filing History:
Years Active: 2023-2025
Title: Douglas Durian: Innovator in Physics-Based Machine Learning and Imaging Technologies
Introduction
Douglas Durian is a prominent inventor based in Swarthmore, PA (US). He has made significant contributions to the fields of physics-based machine learning and light-sheet fluorescence imaging. With a total of 2 patents, Durian's work is at the forefront of innovative technologies that enhance scientific research and applications.
Latest Patents
Durian's latest patents include "Coupled networks for physics-based machine learning" and "Light-sheet fluorescence imaging with elliptical light shaping diffuser." The first patent describes a system for physics-based learning and computation that utilizes two networks with identical edges and feedback circuitry. This system allows for the comparison of voltage drops across corresponding edges, enabling effective learning through adjustments in resistance. The second patent focuses on improving light-sheet fluorescence imaging by employing an elliptical light shaping diffuser. This innovation eliminates stripe artifacts in images by diffusing the light-sheet anisotropically, enhancing the quality of microscopy.
Career Highlights
Douglas Durian is affiliated with the University of Pennsylvania, where he continues to push the boundaries of research and innovation. His work has garnered attention for its practical applications in various scientific fields, particularly in enhancing imaging techniques and computational methods.
Collaborations
Durian collaborates with notable colleagues, including Seyyed Salili and Matthew Harrington. Their combined expertise contributes to the advancement of technologies that are crucial for modern scientific research.
Conclusion
Douglas Durian's contributions to physics-based machine learning and imaging technologies exemplify the impact of innovative thinking in science. His patents reflect a commitment to improving research methodologies and outcomes.