Online-compatible Unsupervised Non-resonant Anomaly Detection. - Vinicius Mikuni; Benjamin Nachman; David Shih (CoRR, 2021)

Point cloud transformers applied to collider physics. - Vinicius Mikuni; Florencia Canelli (Mach. Learn. Sci. Technol., 2021)

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation. - Andreas Adelmann; Walter Hopkins; Evangelos Kourlitis; Michael Kagan; Gregor Kasieczka; Claudius Krause; David Shih; Vinicius Mikuni; Benjamin Nachman; Kevin Pedro; Daniel Winklehner (CoRR, 2022)

Score-based Generative Models for Calorimeter Shower Simulation. - Vinicius Mikuni; Benjamin Nachman (CoRR, 2022)

High-dimensional and Permutation Invariant Anomaly Detection. - Vinicius Mikuni; Benjamin Nachman (CoRR, 2023)

Comparison of Point Cloud and Image-based Models for Calorimeter Fast Simulation. - Fernando Torales Acosta; Vinicius Mikuni; Benjamin Nachman; Miguel Arratia; Bishnu Karki; Ryan Milton; Piyush Karande; Aaron Angerami (CoRR, 2023)

Artificial Intelligence for the Electron Ion Collider (AI4EIC). - C. Allaire; R. Ammendola; E.-C. Aschenauer; M. Balandat; Marco Battaglieri; J. C. Bernauer; M. Bondì; N. Branson; Thomas Britton; Anja Butter; I. Chahrour; P. Chatagnon; et al. (CoRR, 2023)

Improving Generative Model-based Unfolding with Schrödinger Bridges. - Sascha Diefenbacher; Guan-Horng Liu; Vinicius Mikuni; Benjamin Nachman; Weili Nie (CoRR, 2023)

The Landscape of Unfolding with Machine Learning. - Nathan Huetsch; Javier Mariño Villadamigo; Alexander Shmakov; Sascha Diefenbacher; Vinicius Mikuni; Theo Heimel; Michael James Fenton; Kevin Greif; Benjamin Nachman; Daniel Whiteson; Anja Butter; Tilman Plehn (CoRR, 2024)

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation. - Claudius Krause; Michele Faucci Giannelli; Gregor Kasieczka; Benjamin Nachman; Dalila Salamani; David Shih; Anna Zaborowska; Oz Amram; Kerstin Borras; Matthew R. Buckley; Erik Buhmann; Thorsten Buss; et al. (CoRR, 2024)

Generative Unfolding with Distribution Mapping. - Anja Butter; Sascha Diefenbacher; Nathan Huetsch; Vinicius Mikuni; Benjamin Nachman; Sofia Palacios Schweitzer; Tilman Plehn (CoRR, 2024)

Artificial Intelligence for the Electron Ion Collider (AI4EIC). - C. Allaire; R. Ammendola; E.-C. Aschenauer; M. Balandat; Marco Battaglieri; J. C. Bernauer; M. Bondì; N. Branson; T. Britton; Anja Butter; I. Chahrour; P. Chatagnon; et al. (Comput. Softw. Big Sci., 2024)

FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems. - N. Benjamin Erichson; Vinicius Mikuni; Dongwei Lyu; Yang Gao; Omri Azencot; Soon Hoe Lim; Michael W. Mahoney (CoRR, 2025)

Generator Based Inference (GBI). - Chi Lung Cheng; Ranit Das; Runze Li; Radha Mastandrea; Vinicius Mikuni; Benjamin Nachman; David Shih; Gup Singh (CoRR, 2025)