Jochen Klages

Title: Jochen Klages: Innovator in Neural Network Training for NMR Measurements

Introduction

Jochen Klages is a notable inventor based in Zürich, Switzerland. He has made significant contributions to the field of neural networks, particularly in the analysis of nuclear magnetic resonance (NMR) measurements. His innovative approach has the potential to enhance the accuracy and efficiency of signal identification in complex NMR spectra.

Latest Patents

Jochen Klages holds a patent for a "System and method for provisional training data to enable a neural network to identify signals in NMR measurements." This patent outlines a method for training a neural network to analyze NMR spectra by utilizing a variety of computed NMR raw spectra. Each raw spectrum corresponds to a different NMR active molecule with a known number of protons. The method involves broadening the peaks of the raw spectra to create broadened spectra, computing their integral functions, and identifying signal intervals. The resulting spectra, along with their associated labels, serve as the training data set for the neural network. He has 1 patent to his name.

Career Highlights

Jochen Klages is currently employed at Bruker Switzerland AG, a company renowned for its advanced scientific instruments and analytical solutions. His work focuses on developing innovative methods that leverage neural networks for improved signal analysis in NMR applications. His contributions are instrumental in advancing the capabilities of NMR technology.

Collaborations

Throughout his career, Jochen has collaborated with talented professionals, including Christine Bolliger and Oliver Horlacher. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge solutions in the field of NMR.

Conclusion

Jochen Klages is a pioneering inventor whose work in neural network training for NMR measurements is paving the way for advancements in analytical chemistry. His innovative patent and contributions to Bruker Switzerland AG highlight his commitment to enhancing scientific research through technology.