Search Results for: machine learning

Laser-Aided Additive Manufacturing by Machine Learning
Laser-Aided Additive Manufacturing by Machine Learning
Introduction to laser-aided additive manufacturing We usually use a powerful laser beam in laser-aided additive manufacturing (LAAM), also known as Laser Metal Deposition (LMD) or Directed Energy ...
Disk Laser Welding of Thick Plates Using Machine Learning
Disk Laser Welding of Thick Plates Using Machine Learning
Introduction We frequently use disk laser welding in the manufacturing sector (e.g., see Figure 1). The laser beam interacts with the material to carry the welding energy, with the result that some of the ...
Machine Learning Enables OCT Imaging of Optic Nerve Head
Machine Learning Enables OCT Imaging of Optic Nerve Head
Medical imaging of the optic nerve head (ONH) is immensely important to study vision disorders like nearsightedness and glaucoma. Doctors traditionally use optical coherence tomography (OCT scans) to ...
The Evolution and Future of Brain Machine Interface in 2024
The Evolution and Future of Brain Machine Interface in 2024
In an age where the digital and organic worlds are increasingly intertwined, brain-machine interface (BMI) stands at the forefront of this revolutionary convergence. As we’ve explored in previous ...
Optical Neural Networks: The Future of Deep Learning?
Optical Neural Networks: The Future of Deep Learning?
Optical Neural Networks can revolutionize data science. The current state of data science places a heavy emphasis on large quantities of data, which are widely available due to increased computational ...
Full-Penetration Laser Keyhole Welding with Deep Learning
Full-Penetration Laser Keyhole Welding with Deep Learning
Introduction Using the technique of keyhole laser welding, we can use very high beam intensities to process the material (please see this reference for the details of keyhole laser welding technique). Due ...
Beer-Lambert’s Law: Principles and Applications in Daily Life
Beer-Lambert’s Law: Principles and Applications in Daily Life
In optical spectroscopy, the quantification of light absorption as it transmits through a medium is foundational to many analytical techniques. Beer-Lambert’s Law, a linear relationship that ...
Neuralink Human Trials: Updates and Future Horizons
Neuralink Human Trials: Updates and Future Horizons
Neuralink human trials mark a significant milestone in brain-computer interface (BCI) technology. In just over 100 days, the first human subject, Noland Arbaugh, achieved a new world record for BCI cursor ...
Laser Safety: A Quick Guide to Best Practices
Laser Safety: A Quick Guide to Best Practices
Laser safety in laboratories is not just a regulatory requirement; it is a critical component of operational integrity and personnel protection. This guide provides a comprehensive overview of current ...
Near-Infrared Spectroscopy: Remote Fiber Optic Based Applications
Near-Infrared Spectroscopy: Remote Fiber Optic Based Applications
Near-Infrared Spectroscopy (NIR) offers important advantages in analytical chemistry, particularly in process monitoring and quality control across various industries. This paper details the operational ...