3 papers
cs.CE2025
Adaptive Finite State Projection with Quantile-Based Pruning for Solving the Chemical Master Equation
Aditya Dendukuri, Linda Petzold
We present an adaptive Finite State Projection (FSP) method for efficiently solving the Chemical Master Equation (CME) with rigorous error control. Our approach integrates time-ste…
cs.LG2019
Defining Quantum Neural Networks via Quantum Time Evolution
Aditya Dendukuri, Blake Keeling, Arash Fereidouni +3
This work presents a novel fundamental algorithm for for defining and training Neural Networks in Quantum Information based on time evolution and the Hamiltonian. Classical Neural…
cs.CV2018
Image Processing in Quantum Computers
Aditya Dendukuri, Khoa Luu
Quantum Image Processing (QIP)is an exciting new field showing a lot of promise as a powerful addition to the arsenal of Image Processing techniques. Representing image pixel by pi…