CUFinder

Junze Liu

Junze Liu

University of California, Irvine

H-index: 14

North America-United States

Contact Junze Liu

About Junze Liu

Junze Liu, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Machine Learning, Deep Learning, Computer Vision, Physics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Doping liquid argon with xenon in ProtoDUNE Single-Phase: effects on scintillation light

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

Generalizing to new geometries with Geometry-Aware Autoregressive Models (GAAMs) for fast calorimeter simulation.

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data

arXiv: Impact of cross-section uncertainties on supernova neutrino spectral parameter fitting in the Deep Underground Neutrino Experiment

arXiv: The DUNE Far Detector Vertical Drift Technology, Technical Design Report

Vitreoretinal surgical instrument tracking in three dimensions using deep learning

Low exposure long-baseline neutrino oscillation sensitivity of the DUNE experiment

Junze Liu Information

University

Position

___

Citations(all)

1703

Citations(since 2020)

1527

Cited By

33

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Junze Liu Skills & Research Interests

Machine Learning

Deep Learning

Computer Vision

Physics

Top articles of Junze Liu

Doping liquid argon with xenon in ProtoDUNE Single-Phase: effects on scintillation light

arXiv preprint arXiv:2402.01568

2024/2/2

Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora

EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS

2023/7/14

Generalizing to new geometries with Geometry-Aware Autoregressive Models (GAAMs) for fast calorimeter simulation.

arXiv preprint arXiv:2305.11531

2023/5/19

Junze Liu
Junze Liu

H-Index: 2

Dylan Smith
Dylan Smith

H-Index: 13

Pierre Baldi
Pierre Baldi

H-Index: 75

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data

arXiv preprint arXiv:2312.10553

2023/12/16

Antonios Alexos
Antonios Alexos

H-Index: 2

Junze Liu
Junze Liu

H-Index: 2

Pierre Baldi
Pierre Baldi

H-Index: 75

arXiv: Impact of cross-section uncertainties on supernova neutrino spectral parameter fitting in the Deep Underground Neutrino Experiment

2023/3/29

Adam Abed Abud
Adam Abed Abud

H-Index: 29

Peter Cooke
Peter Cooke

H-Index: 29

Pierre Baldi
Pierre Baldi

H-Index: 75

Marcelo Antoniassi
Marcelo Antoniassi

H-Index: 8

Gregory Michna
Gregory Michna

H-Index: 1

Edgar Valencia
Edgar Valencia

H-Index: 6

Nicola Delmonte
Nicola Delmonte

H-Index: 14

Adrian Thompson
Adrian Thompson

H-Index: 10

Guillermo Palacio
Guillermo Palacio

H-Index: 3

Guang Yang
Guang Yang

H-Index: 5

Andrea Falcone
Andrea Falcone

H-Index: 3

Stephen Gent
Stephen Gent

H-Index: 10

Adam Lister
Adam Lister

H-Index: 1

Wenlong Yuan
Wenlong Yuan

H-Index: 12

Anthony Wood
Anthony Wood

H-Index: 3

Niki Saoulidou
Niki Saoulidou

H-Index: 150

Wei Shi
Wei Shi

H-Index: 4

Giuseppe Cavallaro
Giuseppe Cavallaro

H-Index: 39

Pierre Lasorak
Pierre Lasorak

H-Index: 18

Gavin Davies
Gavin Davies

H-Index: 1

Mitch Soderberg
Mitch Soderberg

H-Index: 40

Konstantinos Manolopoulos
Konstantinos Manolopoulos

H-Index: 16

Young Soo Yoon
Young Soo Yoon

H-Index: 25

Olga Gogota
Olga Gogota

H-Index: 24

Michael Wang
Michael Wang

H-Index: 9

James Matthews
James Matthews

H-Index: 14

Joseph Walsh
Joseph Walsh

H-Index: 5

Cristovao Vilela
Cristovao Vilela

H-Index: 25

arXiv: The DUNE Far Detector Vertical Drift Technology, Technical Design Report

2023/12/5

Adam Abed Abud
Adam Abed Abud

H-Index: 29

Peter Cooke
Peter Cooke

H-Index: 29

Pierre Baldi
Pierre Baldi

H-Index: 75

Marcelo Antoniassi
Marcelo Antoniassi

H-Index: 8

Gregory Michna
Gregory Michna

H-Index: 1

Nicola Delmonte
Nicola Delmonte

H-Index: 14

Adrian Thompson
Adrian Thompson

H-Index: 10

Guillermo Palacio
Guillermo Palacio

H-Index: 3

Atanu Nath
Atanu Nath

H-Index: 6

Andrea Falcone
Andrea Falcone

H-Index: 3

Paul Smith
Paul Smith

H-Index: 16

Stephen Gent
Stephen Gent

H-Index: 10

Hirohisa Tanaka
Hirohisa Tanaka

H-Index: 25

Adam Lister
Adam Lister

H-Index: 1

Wenlong Yuan
Wenlong Yuan

H-Index: 12

Anthony Wood
Anthony Wood

H-Index: 3

Niki Saoulidou
Niki Saoulidou

H-Index: 150

Yi Wang
Yi Wang

H-Index: 20

Morgan Wascko
Morgan Wascko

H-Index: 52

Pierre Lasorak
Pierre Lasorak

H-Index: 18

Gavin Davies
Gavin Davies

H-Index: 1

Avinay Bhat
Avinay Bhat

H-Index: 10

Konstantinos Manolopoulos
Konstantinos Manolopoulos

H-Index: 16

Olga Gogota
Olga Gogota

H-Index: 24

Michael Wang
Michael Wang

H-Index: 9

James Matthews
James Matthews

H-Index: 14

Joseph Walsh
Joseph Walsh

H-Index: 5

Kevin Kelly
Kevin Kelly

H-Index: 7

Vitreoretinal surgical instrument tracking in three dimensions using deep learning

Translational vision science & technology

2023/1/3

Junze Liu
Junze Liu

H-Index: 2

Low exposure long-baseline neutrino oscillation sensitivity of the DUNE experiment

Physical Review D

2022/4/25

A gaseous argon-based near detector to enhance the physics capabilities of DUNE

arXiv preprint arXiv:2203.06281

2022/3/11

Snowmass Neutrino Frontier: DUNE Physics Summary

arXiv preprint arXiv:2203.06100

2022/3/11

Separation of track-and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network

The European Physical Journal C

2022/10/12

Adam Abed Abud
Adam Abed Abud

H-Index: 29

David Adams
David Adams

H-Index: 17

John Anderson
John Anderson

H-Index: 1

Marcelo Antoniassi
Marcelo Antoniassi

H-Index: 8

Stefan Antusch
Stefan Antusch

H-Index: 36

Chris Backhouse
Chris Backhouse

H-Index: 16

Pierre Baldi
Pierre Baldi

H-Index: 75

Bindu Bambah
Bindu Bambah

H-Index: 16

Christopher Barnes
Christopher Barnes

H-Index: 9

Nuno Barros
Nuno Barros

H-Index: 28

James Battat
James Battat

H-Index: 16

Giorgio Bellettini
Giorgio Bellettini

H-Index: 9

Vipin Bhatnagar
Vipin Bhatnagar

H-Index: 99

Bipul Bhuyan
Bipul Bhuyan

H-Index: 78

Jianming Bian
Jianming Bian

H-Index: 56

Andrew Blake
Andrew Blake

H-Index: 3

Alexander Booth
Alexander Booth

H-Index: 1

Nilay Bostan
Nilay Bostan

H-Index: 10

Carl Bromberg
Carl Bromberg

H-Index: 100

Measuring the polarization reconstruction resolution of the ARIANNA neutrino detector with cosmic rays

Journal of Cosmology and Astroparticle Physics

2022/4/13

Improving sensitivity of the ARIANNA detector by rejecting thermal noise with deep learning

Journal of Instrumentation

2022/3/8

Polarization Reconstruction of Cosmic Rays with the ARIANNA Neutrino Radio Detector

2022/3/18

arXiv: Highly-parallelized simulation of a pixelated LArTPC on a GPU

2022/12/19

Adam Abed Abud
Adam Abed Abud

H-Index: 29

Pierre Baldi
Pierre Baldi

H-Index: 75

Marcelo Antoniassi
Marcelo Antoniassi

H-Index: 8

Gregory Michna
Gregory Michna

H-Index: 1

Edgar Valencia
Edgar Valencia

H-Index: 6

Nicola Delmonte
Nicola Delmonte

H-Index: 14

Guillermo Palacio
Guillermo Palacio

H-Index: 3

Guang Yang
Guang Yang

H-Index: 5

Andrea Falcone
Andrea Falcone

H-Index: 3

Stephen Gent
Stephen Gent

H-Index: 10

Wenlong Yuan
Wenlong Yuan

H-Index: 12

Anthony Wood
Anthony Wood

H-Index: 3

Niki Saoulidou
Niki Saoulidou

H-Index: 150

Giuseppe Cavallaro
Giuseppe Cavallaro

H-Index: 39

Pierre Lasorak
Pierre Lasorak

H-Index: 18

Gavin Davies
Gavin Davies

H-Index: 1

Konstantinos Manolopoulos
Konstantinos Manolopoulos

H-Index: 16

Young Soo Yoon
Young Soo Yoon

H-Index: 25

Olga Gogota
Olga Gogota

H-Index: 24

Michael Wang
Michael Wang

H-Index: 9

James Matthews
James Matthews

H-Index: 14

Cristovao Vilela
Cristovao Vilela

H-Index: 25

Kevin Kelly
Kevin Kelly

H-Index: 7

Geometry-aware Autoregressive Models for Calorimeter Shower Simulations

arXiv preprint arXiv:2212.08233

2022/12/16

Junze Liu
Junze Liu

H-Index: 2

Dylan Smith
Dylan Smith

H-Index: 13

Pierre Baldi
Pierre Baldi

H-Index: 75

A novel trigger based on neural networks for radio neutrino detectors

2022/3/18

Scintillation light detection in the 6-m drift-length ProtoDUNE Dual Phase liquid argon TPC

The European Physical Journal C

2022/7

Capabilities of ARIANNA: Neutrino pointing resolution and implications for future ultra-high energy neutrino astronomy

2022/3/18

Automated detection of the spatial location of vitreoretinal instruments from retinal images using Deep Learning methods

Investigative Ophthalmology & Visual Science

2022/6/1

Junze Liu
Junze Liu

H-Index: 2

Pierre Baldi
Pierre Baldi

H-Index: 75

Andrew Browne
Andrew Browne

H-Index: 5

See List of Professors in Junze Liu University(University of California, Irvine)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine