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Vinicius Mikuni

Associate Professor

Nagoya University

Japan

Research Interests

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Professors in Japan

Articles (20)

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Collaborators (16)

Mykhailo Dalchenko

Senior Research Scientist

University of Bern

SWITZERLAND

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James Ferrando

Reader in Collider Experimental Physics

University of Lancaster

UNITED KINGDOM

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maria agnese ciocci

Professor

University of Pisa

ITALY

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Joona Juhani Havukainen

University of Helsinki

FINLAND

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Mario Grandi

Head of Analytics

UNITED KINGDOM

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Alexander Kupco

FZU - Institute of Physics of the Czech Academy of Sciences

CZECH REPUBLIC

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Hannah Herde

Associate senior lecturer

Lund University

SWEDEN

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Tilman Plehn

Professor

Heidelberg University

GERMANY

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Zhaozhong Shi

Assistant Professor of Physics

Lamar University

UNITED STATES

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Emil Sørensen Bols

Vrije Universiteit Brussel

BELGIUM

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Maciej Malawski

AGH University of Science and Technology

POLAND

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Benjamin Nachman

University of California

UNITED STATES

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Mayda Velasco

UNESCO Chair Professor

Northwestern University

UNITED STATES

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Miguel Arratia

Assistant Professor

University of California, Riverside

UNITED STATES

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Florencia Canelli

Full Professor (Physics)

University of Zurich

SWITZERLAND

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Alexey Shevelev

Princeton University

UNITED STATES

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Vinicius Mikuni

Research Interests

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Articles (20)

A practical guide to unbinned unfolding

Diffusion-based point-cloud generation of heavy-ion events

Generation of Imaging Air Cherenkov Telescope images using Diffusion Models

Neural posterior unfolding

Foundation model framework for all tasks involving jet physics

Conditional deep generative models for simultaneous simulation and reconstruction of entire events

Generative unfolding with distribution mapping

The landscape of unfolding with machine learning

Search for a standard model-like Higgs boson in the mass range between 70 and 110GeV in the diphoton final state in proton-proton collisions at √ = 13TeV

Tools for unbinned unfolding

Refining fast calorimeter simulations with a Schrödinger Bridge

Machine learning assisted unfolding for neutrino cross-section measurements with the OmniFold technique

Unifying simulation and inference with normalizing flows

Solving key challenges in collider physics with foundation models

Method to simultaneously facilitate all jet physics tasks

Combined search for electroweak production of winos, binos, higgsinos, and sleptons in proton-proton collisions at $\sqrt{s}=13$ TeV

Combination of Measurements of the Top Quark Mass from Data Collected by the ATLAS and CMS Experiments at <math display="inline"><msqrt><mi>s</mi></msqrt><mo>=</mo><mn>7</mn></math> and 8 TeV

Automated Approach to Accurate, Precise, and Fast Detector Simulation and Reconstruction

Artificial Intelligence for the Electron Ion Collider (AI4EIC)

CaloScore v2: single-shot calorimeter shower simulation with diffusion models

Collaborators (16)

Mykhailo Dalchenko

James Ferrando

maria agnese ciocci

Joona Juhani Havukainen

Mario Grandi

Alexander Kupco

Hannah Herde

Tilman Plehn

Zhaozhong Shi

Emil Sørensen Bols

Maciej Malawski

Benjamin Nachman

Mayda Velasco

Miguel Arratia

Florencia Canelli

Alexey Shevelev

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