Sugarcane smut and Pachymetra root rots are two serious diseases of sugarcane, with susceptible infected crops losing over 30% of yield. A heritable component to both diseases has been demonstrated, ...
Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University, Sapporo, Hokkaido 001-0021, Japan ERATO Maeda Artificial Intelligence for Chemical Reaction Design and Discovery ...
LaDyBUGS is an efficient alchemical free energy method for computing free energy differences between two or more chemical states. LaDyBUGS uses Gibbs sampling to sample alchemical transformations ...
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Probabilistic computers operate on probabilistic or p-bits that fluctuate between -1 and +1 randomly with probability given its neighbors: This framework realises classical computation in an ...
Multidimensional surfaces of quantum chemical properties, such as potential energies and dipole moments, are common targets for machine learning, requiring the development of robust and diverse ...
Interfaces and their dynamics are critical in many biological, physical, and industrial processes. However, the thermodynamics of interfaces far from equilibrium are subtle and have not been firmly or ...
Monte Carlo methods, tools for sampling data from probability distributions, are widely used in the physical sciences, applied mathematics, and Bayesian statistics. Nevertheless, there are many ...
Metabolomics characterizes metabolites with high-throughput techniques. Recently, liquid chromatography mass spectrometry (LC-MS) has become widely adopted by the metabolomics community as a powerful ...