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Automated EXAFS Spectra Interpretation
050-9531 System and Method for Automated EXAFS Spectra Interpretation via Neural Network-Driven Data Pipeline High-throughput catalyst characterization and testing using neural network-driven data pipeline Background: Extended X-ray absorption fine structure (EXAFS) spectroscopy is a critical technique for determining the local atomic structure...
Published: 2/11/2026
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Inventor(s):
Anatoly Frenkel
,
Nicholas Marcella
,
Ryuichi Shimogawa
Keywords(s):
Category(s):
Technology Classifications > Information Technology
,
Technology Classifications > Nanotechnology
,
Technology Classifications > Research Tools and Reagents
,
Campus > Stony Brook University
Selective Carbon Dioxide Reduction Catalyzed by Single Cobalt Sites on Carbon Nitride Under Visible-Light Irradiation (UNH 2019-025)
Method of reducing CO2 into CO under visible-light irradiation using a photocatalyst of single cobalt sites deposited on carbon nitrideRSS.HDBackground> Background: <A great deal of research is focused on realizing a green energy technology which can convert carbon dioxide (CO2) into useful fuels in an environmentally sound manner. One specific...
Published: 7/25/2025
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Inventor(s):
Anatoly Frenkel
,
Jiahao Huang
,
Gonghu Li
,
Peipei Huang
Keywords(s):
Category(s):
Technology Classifications > Clean Energy
,
Campus > Stony Brook University
Supervised Machine Learning - Based Method of Data Analysis of X-Ray Absorption Fine Structure Spectra
Implementing supervised machine-learning to various materials' spectroscopy data to gain more insight on the structures of those materials Background: A multitude of methods can be used to analyze the structures of various materials and gather information about them. One of those methods includes first reviewing the numerous spectra of the materials...
Published: 8/21/2023
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Inventor(s):
Anatoly Frenkel
,
Janis Timosenko
Keywords(s):
Category(s):
Campus > Stony Brook University
,
Technology Classifications > Information Technology