Anatoly Frenkel

Title: Anatoly Frenkel: Innovator in Photocatalysis and Machine Learning

Introduction

Anatoly Frenkel is a distinguished inventor based in Great Neck, NY (US). He has made significant contributions to the fields of photocatalysis and machine learning, holding a total of 2 patents. His innovative work focuses on the reduction of carbon dioxide and the structural characterization of materials.

Latest Patents

Frenkel's latest patents include a groundbreaking method for selective carbon dioxide reduction catalyzed by single metal sites on carbon nitride under visible light irradiation. This invention provides a composition of a photocatalyst that includes a transition metal ion and graphitic carbon nitride. The photocatalyst is designed to activate metal sites coordinated to nitrogen atoms under visible light, enabling the efficient reduction of carbon dioxide to carbon monoxide. The process achieves a remarkable turnover number of more than 800 for carbon monoxide production within just 2 hours. This technology holds promise for converting carbon dioxide into valuable chemicals and carbon-based fuels.

Another notable patent by Frenkel is a system and method for structural characterization of materials through supervised machine learning-based analysis of their spectra. This method utilizes a neural network trained with spectrum information to identify specific features of materials. The approach involves inputting spectrum data obtained from samples and processing it to output values for the specified features. The training set includes x-ray absorption spectroscopy data and electron energy loss spectra (EELS) data, showcasing the versatility of his invention.

Career Highlights

Anatoly Frenkel has worked at prestigious institutions such as the State University of New York and the University of New Hampshire. His academic and research endeavors have significantly advanced the understanding of photocatalytic processes and machine learning applications in material science.

Collaborations

Frenkel has collaborated with notable colleagues, including Gonghu Li and Peipei Huang, contributing to the advancement of research in his fields of expertise.

Conclusion

Anatoly Frenkel's innovative work in photocatalysis and machine learning exemplifies the impact of scientific research on addressing global challenges. His patents reflect a commitment to developing technologies that can transform carbon dioxide into useful resources, paving the way for a more sustainable future.