The Second Wire-Cell Reconstruction Summit

10 Apr 2024, 09:00 → 12 Apr 2024, 18:00 US/Eastern

Large Seminar Room, Bldg. 510 Physics Department (Brookhaven National Laboratory)

Wire-Cell is a reconstruction paradigm for the event reconstruction of large liquid argon time projection chamber detectors. The goal of this wire-cell summit is to advertise the reconstruction paradigm in current/future LArTPC experiments, to establish better connection and interface with LArSoft and AI/ML communities, and to enlarge the user base.

The topics that will be discussed include:

• I/O related discussion for 3D Imaging
• Exchange ideas on the pattern recognitions
• Discuss specific needs from various experiments (DUNE, ProtoDUNE, SBND)
• Prompt signal processing

Event ID: B000005701

Wednesday, 10 April

09:00 → 12:00 Plenary: General Introduction

Convener: Michael Kirby (Brookhaven National Lab)

09:00 Introduction of BNL NPP

Speakers: Haiyan Gao (BNL), Haiyan Gao (Duke University)

09:20 Workshop Logistic and Goals

Speaker: Xin Qian (BNL)

Workshop-Overview.pdf

09:40 History of LArTPC Development

Speaker: Veljko Radeka Radeka (BNL)

video2252224929.mp4

VR_LAr History_April10,2024.pptx

10:25 Coffee break

10:45 Wire-Cell Overview (Part I)

Speaker: Chao Zhang (BNL)

Wire-Cell-Overview.pdf

11:15 Wire-Cell Overview (Part II)

Speaker: Brett Viren (BNL)

toolkit.pdf

13:30 → 17:20 Plenary: Prompt Processing

Convener: Haiwang Yu (Brookhaven National Laboratory)

13:30 Prompt processing overview

Speakers: Michael Kirby (Brookhaven National Lab), Michael Kirby (Fermi National Accelerator Laboratory)

Prompt_Processing_Introduction_WireCell_Summit_10Apr2024.pdf

14:00 Prompt signal processing infrastructure development

Speaker: Lino Gerlach

prompt_processing_infrastructure.pdf

14:30 Wire-Cell Signal Processing

Speakers: Wenqiang Gu (Brookhaven National Laboratory), Wenqiang Gu (Brookhaven National Laboratory)

wirecell_sigproc_summit.pdf

15:00 Coffee break

15:20 SBND signal processing and DNN ROI

Speakers: Avinay Bhat (postdoc@uchicago.edu;member@uchicago.edu;staff@uchicago.edu), Moon Jung, Mun Jung Jung (member@fnal.gov)

WireCell reconstruction summit 2024 [Autosaved].pdf

15:50 PDHD Offline Data Processing

Speakers: Barnali Chowdhury, Barnali Chowdhury (member@anl.gov)

ProtoDUNE_Offline_Data_Processing_BNL.pdf

16:20 Prompt @SURF supernova pointing for DUNE

Speakers: Michael H L Wang (member@fnal.gov), Michael Wang

wirecellsummit24-dunesnbtrig-mwang.pptx

16:50 Developing the Off-line Data Quality Monitoring framework for DUNE

Speakers: Gabriela Stenico (Edinbourgh), Gabriela Vitti Stenico (The University of Edinburgh)

DQM_WireCel_WS-1.pdf

Thursday, 11 April

09:00 → 12:00 Plenary: Data Interface

Convener: Wenqiang Gu (Brookhaven National Laboratory)

09:00 WireCell IO overview

Speaker: Brett Viren (BNL)

inputoutput.pdf

09:30 Framework/Wire-Cell Interface aspects

Speaker: Kyle Knoepfel

wirecell-framework-interface-2024.pdf

10:00 Developing Fine Grained I/O and Storage Infrastructure

Speakers: Barnali Chowdhury, Barnali Chowdhury (member@anl.gov)

Fine Grained IO Storage Framework_BNL.pdf

10:30 Coffee break

11:00 LARDON overview + application on PD-VD

Speakers: Laura Amelie Zambelli (LAPP CNRS/IN2P3), Laura Zambelli

5ea7d790-c8e2-4712-a884-e8cc682fc8d7.pdf

11:30 2x2 Software Interface

Speakers: Richard Diurba (University of Bern), Richie Diurba (University of Bern)

ProtoDUNENDWireCell.pdf

13:30 → 17:50 Plenary: Experimental Need

Convener: Chao Zhang (BNL)

13:30 Wire-Cell in MicroBooNE

Speaker: Hanyu Wei (LSU)

WireCellSummit_MicroBooNE_041124_Wei.pdf

13:45 Wire-Cell in SBND

Speakers: Ewerton Belchior Batista Das Chagas (LSU), Lynn Tung (UChicago)

wirecell_summit_2024.pdf

14:10 SBN software overview

Speaker: Giuseppe Cerati (FNAL)

SBN-Infrastructure-WC-summit.pdf

14:35 SBN calibration and Wire-Cell

Speakers: Michael Mooney (Colorado State University), Michael Mooney (library-walk-in@colostate.edu;member@colostate.edu;employee@colostate.edu;faculty@colostate.edu)

LArTPC_WireCellSummit_24_04_11.pdf

15:00 Coffee Break

15:30 Wire-Cell in ProtoDUNE

Speaker: Jay Hyun Jo (Brookhaven National Laboratory)

20240411_JHJ_WCSummit_ProtoDUNE.pdf

15:50 ND-LAr Overview

Speakers: Brooke Russell (MIT), Brooke Russell (Massachusetts Institute of Technology)

NDLAr_Overview_WireCell_Summit___Russell___11April2024.pdf

16:10 Wire-Cell for DUNE-FD

Speaker: Haiwang Yu (Brookhaven National Laboratory)

dune-wire-cell.pdf

16:30 Discussion

discussion-experiment-needs.pdf

18:30 → 20:00 Workshop Dinner

Speaker: Wenqiang Gu (Brookhaven National Laboratory)

Friday, 12 April

09:00 → 12:30 Plenary: Pattern recognition, AI/ML

Convener: Hanyu Wei (LSU)

09:00 Wire-Cell Pattern Recognition and AI/ML

Speaker: Haiwang Yu (Brookhaven National Laboratory)

wire-cell-patrec-aiml.pptx

09:30 Pandora Pattern Recognition Overview

Speaker: Isobel Mawby

PANDORA_BNL_12_04_24.pdf

09:55 Pandora AI/ML

Speakers: Andrew Chappell (University of Warwick), Andy Chappell

pandora_ml.pdf

10:20 Coffee break

11:00 ICARUS AI/ML

https://docs.google.com/presentation/d/1zAou0ZscSx9PjXtdxwKXOS3LhcGdI_9Y6ODLJOtOnSw/edit?usp=sharing

Speaker: Kazuhiro Terao (staff@stanford.edu;member@stanford.edu)

slides

11:40 Deep-learning in NOvA

Speaker: Wenjie Wu

20240412-ML@NOvA@WireCellWorkshop.pdf

12:00 Group photo

13:25 → 17:30 Plenary: Pattern recognition, AI/ML

Convener: Jay Hyun Jo (Brookhaven National Laboratory)

13:30 MicroBooNE DL

Speakers: Taritree Wongjirad, Matthew Rosenberg

2024_04_12 - Wirecell Reco Summit - DLGen2 Reco in MicroBooNE.pdf

14:10 ND-LAr/2x2 ML-reco

Speakers: Jessie Micallef, Jessie Micallef (Institute for AI and Fundamental Interactions (MIT & Tufts))

WireCell_Workshop_MLReco3D_2x2.pdf

14:30 DL event reconstruction in DUNE Far Detector

Speakers: Junze Liu, Junze Liu (student@uci.edu;member@uci.edu;staff@uci.edu;employee@uci.edu)

Junze Liu - Deep-learning Event Reconstruction in DUNE Far Detector.pdf

14:50 Transformer at DUNE

Speakers: Alejandro Yankelevich, Alejandro Yankelevich (University of California, Irvine), Alex Shmakov

TransformerCVN_Wire-Cell_Summit_2024.pdf

15:10 Coffee break

15:30 Differentiable TPC simulation

Speaker: Yifan Chen

WireCell_Summit_BNL_YifanChen_2024_04_12_diffsim.pdf

15:50 Differentiable optical simulation

Speaker: Patrick Tsang

2024-04-12 SIREN Wirecell.pdf

16:10 Opportunities of Pandora and Wire-Cell

Speaker: Maria Brigida Brunetti (member@fnal.gov)

Opportunities of Pandora and Wirecell.pdf

16:30 LS4GAN

Speaker: Dmitrii Torbunov (BNL)

2024-04-12_wirecell_ls4gan.pdf

16:50 Close out

Speakers: Haiwang Yu (Brookhaven National Laboratory), Xin Qian (BNL)

2024.04.12.1819-0001.JPG

2024.04.12.1819-0002.JPG

close-out.pdf