Quantum computing offers a promising solution, in this work, we pioneer the application of the variational quantum linear solver (VQLS) to the NEGF problem, addressing the challenges associated with ...

viprs is a python package that implements variational inference techniques to estimate the posterior distribution of variant effect sizes conditional on the GWAS summary statistics. The package is ...

By formulating the joint estimation of system state and noise parameters as variational optimization problems, the joint posterior probability density function (PDF) of latent variables (i.e., the ...

The most intriguing aspect of Rescale’s approach is how it handles the transition between traditional physics simulations and AI approximations. Unlike language models, where verifying accuracy ...

The logical foundation for each step is rooted in the physical interpretation of the variables and the mathematical principles underlying the variational principle and the approximation methods. It is ...