Near-infrared spectroscopy combined with principal components analysis and a back propagation neural network identified Huanglongbing-infected Gannan navel orange leaves with an overall accuracy of 98.75%, outperforming LDA, KNN, and SVM models.
|Articles|March 6, 2017
Keith Nelson Wins Bomem-Michelson Award
Keith Nelson of MIT has won the 2017 Bomem-Michelson Award.
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Keith Nelson of MIT has won the 2017 Bomem-Michelson Award. Nelson was presented with the award on Tuesday, March 7, at Pittcon in Chicago, Illinois.
Nelson received his PhD from Stanford University (Stanford, California). He joined the faculty at MIT following postdoctoral work at UCLA (Los Angeles, California). Among his achievements is the work he did on the discovery of new light–matter interactions and their exploitation for spectroscopy and control of coherent acoustic waves, lattice and molecular vibrations, excitons, spins, and their admixtures with light. Additionally, he has developed novel methods for study of solid-state chemical reactions, crystals near phase transitions, glass-forming liquids, electronic excited-state dynamics, thermal transport, and matter far from equilibrium. Nelson has also pioneered tabletop generation of strong terahertz-frequency fields and nonlinear terahertz spectroscopy.
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