default author photo

Bumsoo Park

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

260

TOTAL CITATIONS

1

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

Extended Multiphysics-Informed Neural Network for Conjugate Heat Transfer Problems

Number of pages: 25 Posted: 10 Dec 2024
Jongmok Lee, Seungmin Shin, Ho Choi, Anna Lee, Bumsoo Park and Seungchul Lee
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) - Department of Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 139 (537,489)
Citation 1

Abstract:

Loading...

physics-informed neural networks, fluid mechanics, conjugate heat transfer

2.

Micgraphnet: Microphone Graph Network for Cross-Correlation-Based Time Delay Estimation for Accurate Sound Source Localization

Number of pages: 28 Posted: 03 Jun 2025
Iljoo Jeong, Hyunsuk Huh, Bumsoo Park, Anna Lee, In-Jee Jung and Seungchul Lee
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Pohang University of Science and Technology (POSTECH) - Department of Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 47 (1,109,210)

Abstract:

Loading...

Cross-correlation, deep learning, Graph neural network, Sound source localization, Time difference of arrival

3.

STAR-APTV: Deep Learning–Enabled 3D Flow Reconstruction in Evaporating Multicomponent Droplets

Number of pages: 39 Posted: 03 Dec 2025
Bumsoo Park, Julius Mauch, Hyeokjin Kweon, Jochen Kriegseis, Seungchul Lee and Hyoungsoo Kim
affiliation not provided to SSRN, Karlsruhe Institute of Technology, affiliation not provided to SSRN, Karlsruhe Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,109,210)

Abstract:

Loading...

Astigmatic particle tracking velocimetry (APTV), Single-camera, 3D-3C velocimetry, Particle tracking velocimetry (PTV), Deep Learning

4.

STAR-APTV: Deep Learning–Enabled 3D Flow Reconstruction in Evaporating Multicomponent Droplets

Number of pages: 34 Posted: 08 Sep 2025
Bumsoo Park, Julius Mauch, Hyeokjin Kweon, Jochen Kriegseis, Seungchul Lee and Hyoungsoo Kim
affiliation not provided to SSRN, Karlsruhe Institute of Technology, affiliation not provided to SSRN, Karlsruhe Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 28 (1,345,526)

Abstract:

Loading...

Astigmatic particle tracking velocimetry (APTV), Single-camera 3D-3C velocimetry, Particle tracking velocimetry (PTV), Deep learning