--Visualization: If included, this will visualize the path integral algorithm for each simulation. --Online: If included. this will enable online parameter estimation. --seed_value: Set the seed value ...

Abstract: Harmonic Path Integral Diffusion (H-PID) introduces a novel approach to sampling from complex, continuous probability distributions by creating a time-dependent “bridge” from an initial ...

A serial, parallel and vectorised version of PLDM dynamics has been implemented. The serial version uses numba to get speedup of a compiled language. The parallel version uses mpi4py to utilise the ...

Abstract: In this letter, we derive the path integral control algorithm to solve a discrete-time stochastic Linear Quadratic Regulator (LQR) problem and carry out its sample complexity analysis. While ...

School of Intelligent Manufacturing, Chongqing Industry & Trade Polytechnic, Fuling, China The five axis linkage Computer Numerical Control machine tool for integral impeller can achieve blade ...

Ray tracing and path tracing are two of the most exciting and demanding dynamic lighting techniques available to gamers and game developers in 2024. They both represent a massive leap in realism over ...

1 Mathematics Department, Texas A&M University, Kingsville, USA. 2 Mathematics Department, Ege University, Bornova, Türkiye. In modern physics, the double-slit experiment is a demonstration that light ...

The Feynman path-integral method is applied to the quantization of a scalar field moving in a cosmological background spacetime. The method is illustrated by computing particle production from the ...

The most powerful formula in physics starts with a slender S, the symbol for a sort of sum known as an integral. Further along comes a second S, representing a quantity known as action. Together, ...

Department of Chemistry, University of Illinois, Urbana, Illinois 61801, United States Department of Physics, University of Illinois, Urbana, Illinois 61801, United States Illinois Quantum Information ...