It is now possible to calculate the ab initio quantum mechanics of very large biological molecules. Two things lead to this perspective, namely, (i) the advances of parallel supercomputers, and (ii) the discovery of a quantum formalism called quantum crystallography and the use of quantum kernels, a method that is well suited for parallel computation. The kernel energy method (KEM) carried to second order has been used to calculate the quantum mechanical ab initio molecular energy of peptides, protein (insulin and collagen), DNA, and RNA and the interaction of drugs with their biochemical molecular targets. The results were found to have good accuracy. In this article, the accuracy of the KEM is investigated up to an approximation including fourth-order interactions among kernels. Remarkable accuracy is achieved in the calculation of the energy of the ground state of the important biological molecule Leu1-zervamicin, whose crystal structure is known and used in the calculations.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2538851 | PMC |
http://dx.doi.org/10.1073/pnas.0711297105 | DOI Listing |
Sci Rep
December 2024
School of Physics Science and Engineering, Tongji University, Shanghai, 200092, People's Republic of China.
In this study, we investigate the application of support vector machines utilizing a radial basis function kernel for predicting nuclear α-decay half-lives. Our approach integrates a comprehensive set of physics-derived features, including characteristics derived from nuclear structure, to systematically evaluate their impact on predictive accuracy. In addition to traditional parameters such as proton and neutron numbers, as well as terms based on the liquid drop model (e.
View Article and Find Full Text PDFPoult Sci
December 2024
Department of Animal Sciences, 284 Animal Sciences Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, United States. Electronic address:
Extensive nutritional analyses were conducted for palm kernel meal (PKM) sourced from 5 countries. Two precision-fed rooster trials were conducted to evaluate the nitrogen-corrected true metabolizable energy (TME) and standardized amino acid (AA) digestibility of 10 PKM samples (PKM 1 to 10). The TME was determined using conventional Single Comb White Leghorn roosters, and standardized AA digestibility was determined using cecectomized roosters.
View Article and Find Full Text PDFTomography
November 2024
Department of Diagnostic Radiology, Tokai University School of Medicine, 143 Shimokasuya, Isehara 259-1193, Japan.
Photon-counting detector computed tomography (PCD-CT) offers energy-resolved CT data with enhanced resolution, reduced electronic noise, and improved tissue contrast. This study aimed to evaluate the visibility of intracranial perforating arteries on ultra-high-resolution (UHR) CT angiography (CTA) on PCD-CT. A retrospective analysis of intracranial UHR PCD-CTA was performed for 30 patients.
View Article and Find Full Text PDFFront Neurorobot
December 2024
State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China.
Non-invasive brain-computer interfaces (BCI) hold great promise in the field of neurorehabilitation. They are easy to use and do not require surgery, particularly in the area of motor imagery electroencephalography (EEG). However, motor imagery EEG signals often have a low signal-to-noise ratio and limited spatial and temporal resolution.
View Article and Find Full Text PDFHeliyon
December 2024
Department of Mechatronics, Aliko Dangote University of Science and Technology, Kano, Nigeria.
Having accurate and effective wind energy forecasting that can be easily incorporated into smart networks is important. Appropriate planning and energy generation predictions are necessary for these infrastructures. The production of wind energy is linked to instability and unpredictability.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!