AIMC Topic: Photosystem II Protein Complex

Clear Filters Showing 1 to 3 of 3 articles

Predicting the oxidation states of Mn ions in the oxygen-evolving complex of photosystem II using supervised and unsupervised machine learning.

Photosynthesis research Jul 27, 2022
Serial Femtosecond Crystallography at the X-ray Free Electron Laser (XFEL) sources enabled the imaging of the catalytic intermediates of the oxygen evolution reaction of Photosystem II (PSII). However, due to the incoherent transition of the S-states...
Water Unsupervised Machine Learning Oxidation-Reduction Oxygen Ions Electron Spin Resonance Spectroscopy Photosystem II Protein Complex
View on PubMed DOI

Deep learning improves macromolecule identification in 3D cellular cryo-electron tomograms.

Nature methods Oct 21, 2021
Cryogenic electron tomography (cryo-ET) visualizes the 3D spatial distribution of macromolecules at nanometer resolution inside native cells. However, automated identification of macromolecules inside cellular tomograms is challenged by noise and rec...
Neural Networks, Computer Algorithms Deep Learning Image Processing, Computer-Assisted Macromolecular Substances Cryoelectron Microscopy Ribosomes Chlamydomonas reinhardtii Electron Microscope Tomography Photosystem II Protein Complex Ribulose-Bisphosphate Carboxylase
View on PubMed DOI

Estimation of mesophyll conductance in Ginkgo biloba from the PSII redox state using a machine learning approach.

Tree physiology Mar 28, 2025
Mesophyll conductance (gm) has been proved to be one of the important factors limiting photosynthesis and thus affects the estimation of plant productivity and terrestrial carbon balance. However, beyond the leaf scale, gm is usually assumed to be in...
Machine Learning Plant Leaves Oxidation-Reduction Ginkgo biloba Photosynthesis Photosystem II Protein Complex Mesophyll Cells
View on PubMed DOI
Popular Topics
Recent Journals