Company Filing History:
Years Active: 2022-2025
Title: Innovations by Biswadip Dey
Introduction
Biswadip Dey is an accomplished inventor based in Plainsboro, NJ (US). He has made significant contributions to the field of robotics and machine learning, holding a total of 3 patents. His work focuses on synthesizing advanced controllers for robotic systems, showcasing his expertise in integrating machine learning with engineering principles.
Latest Patents
One of his latest patents is titled "Synthesizing machine learning-based controllers for underactuated robotic manipulators." This invention describes a computer-implemented system and method for creating a controller for an underactuated robotic manipulator. It utilizes a machine learning-based model with multiple neural network modules, each designed to approximate functions related to the controller. The parameters of these functions are learned during the model's training phase, ensuring that they meet specific conditions such as structure preservation and equilibrium assignment.
Another notable patent is "Physics informed neural network for learning non-Euclidean dynamics in electro-mechanical systems for synthesizing energy-based controllers." This system and method involve a feeder neural network that estimates an ordinary differential equation (ODE) from time series training data. It is configured to learn the dynamics of a physical system by encoding a generalized Hamiltonian representation of the dynamics, which includes a constant external control term. A neural ODE solver then synthesizes a controller to manage the system's tracking of a reference configuration.
Career Highlights
Biswadip Dey is currently employed at Siemens Aktiengesellschaft, where he continues to innovate and develop cutting-edge technologies. His work at Siemens allows him to collaborate with other talented professionals in the field, further enhancing his contributions to robotics and machine learning.
Collaborations
Some of his notable coworkers include Amit Chakraborty and Yaofeng Zhong. Their collaboration fosters a dynamic environment for innovation and problem-solving in their respective projects.
Conclusion
Biswadip Dey's contributions to the field of robotics and machine learning are significant and impactful. His innovative patents reflect his dedication to advancing technology and improving robotic systems. His work continues to inspire future developments in the industry.