W. Melnitchouk

According to our database1, W. Melnitchouk authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Accelerating Markov Chain Monte Carlo sampling with diffusion models.
Comput. Phys. Commun., 2024

2022
Point Cloud-based Variational Autoencoder Inverse Mappers (PC-VAIM) - An Application on Quantum Chromodynamics Global Analysis.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021
Variational Autoencoder Inverse Mapper: An End-to-End Deep Learning Framework for Inverse Problems.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Survey of Machine Learning-Based Physics Event Generation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Simulation of Electron-Proton Scattering Events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN).
CoRR, 2020

cFAT-GAN: Conditional Simulation of Electron-Proton Scattering Events with Variate Beam Energies by a Feature Augmented and Transformed Generative Adversarial Network.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020


  Loading...