W. Melnitchouk

Orcid: 0000-0002-9521-5973

According to our database1, W. Melnitchouk authored at least 8 papers between 2020 and 2025.

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

Timeline

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Bibliography

2025
Kernel methods for evolution of generalized parton distributions.
Comput. Phys. Commun., 2025

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


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