Company Filing History:
Years Active: 2024-2025
Title: Matt McLaughlin: Innovator in Semiconductor Technology
Introduction
Matt McLaughlin is a prominent inventor based in Seattle, WA, known for his contributions to semiconductor technology. With a total of 2 patents, he has made significant strides in developing methods that enhance the efficiency and accuracy of semiconductor fabrication processes.
Latest Patents
One of McLaughlin's latest patents is titled "Method for determining corrective film pattern to reduce semiconductor wafer bow." This innovative method involves generating a corrective film pattern aimed at reducing wafer bow during semiconductor fabrication. By utilizing a neural network, the method inputs a wafer bow signature for a specific fabrication step and produces a corresponding corrective film pattern. The neural network is trained using a dataset of wafer shape transformations and their associated corrective film patterns.
Another notable patent is the "Method for physical system anomaly detection." This method focuses on detecting anomalies within a physical system by generating candidate physics models from a set of physics rules and a process graph. These models are evaluated against sensor data, and those that exceed a predetermined error tolerance are rejected. The approach employs supervised learning to train a machine learning model, which predicts errors and sensor measurements, ultimately facilitating anomaly detection through unsupervised learning.
Career Highlights
Throughout his career, McLaughlin has worked with several companies, including Tignis, Inc. and Delta Design, Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking advancements in the field of semiconductor technology.
Collaborations
Some of McLaughlin's notable coworkers include Jonathan L. Herlocker and Alexander Fry. Their collaborative efforts have further propelled innovations in their respective projects.
Conclusion
Matt McLaughlin's work in semiconductor technology exemplifies the impact of innovative thinking in addressing complex challenges. His patents reflect a commitment to advancing the field and improving fabrication processes.