US Patent Issued to UT-BATTELLE on March 18 for "Machine learning-driven operation of instrumentation with human in the loop" (Tennessee Inventors)

ALEXANDRIA, Va., March 19 -- United States Patent no. 12,253,540, issued on March 18, was assigned to UT-BATTELLE LLC (Oak Ridge, Tenn.).

"Machine learning-driven operation of instrumentation with human in the loop" was invented by Maxim A Ziatdinov (Oak Ridge, Tenn.), Kevin Roccapriore (Oak Ridge, Tenn.), Yongtao Liu (Oak Ridge, Tenn.), Kyle P. Kelley (Oak Ridge, Tenn.), Rama K. Vasudevan (Oak Ridge, Tenn.), Jacob D Hinkle (Oak Ridge, Tenn.) and Sergei V. Kalinin (Knoxville, Tenn.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems are provided for machine learning-driven operation of instrumentation with human in the loop. The systems use a model with learnt model parameters to define points for physica...