Muguet

Hyunje Yang

The University of Texas at Austin
PhD Candidate
Member of Band Muguet

MY STORY

I am a Ph.D. candidate at The University of Texas at Austin specializing in coastal flood modeling and scientific machine learning. My research focuses on developing geometry-aware neural operator and physics-informed deep learning models for rapid storm surge and compound flood prediction.

I received both my bachelor’s and master’s degrees from Seoul National University in South Korea. Before joining UT Austin, I worked as a researcher at the National Institute of Forest Science in South Korea, where I conducted field- and data-driven research in forest hydrology. My broader research interests include coastal hazards, hydrodynamic modeling, high-performance computing, and machine learning for environmental systems.

I enjoy connecting with people from different backgrounds and working across disciplinary boundaries. Outside of research, music has been an important part of my life. I founded the rock band Muguet in 2014 and served as its vocalist and guitarist, leading the band through the release of our full-length album, Forest Dawn, in 2022.

TEACHING AND MENTORING

Curriculum Development
AI-Enabled Laboratory Platform for Undergraduate Fluid Mechanics (CE 319F) UT Austin Academic Development Funds Project · Aug. 2026 – Present
  • Developing a web-based learning platform integrating computer vision–based flow visualization and AI-assisted interpretation to connect laboratory observations with fluid mechanics principles.
The platform tracks floating tracers in a smartphone video of a laboratory flume, then shows each tracer's path and current speed.
Teaching
Teaching Assistant, CE 311S Probability and Statistics for Civil Engineers The University of Texas at Austin · Spring 2025, Spring 2026
  • Led weekly laboratory sessions and office hours, explaining statistical concepts relevant to civil engineering.
Teaching Assistant, Forest Geological Information Seoul National University · Spring 2016
  • Led weekly GIS laboratory sessions, guiding students in applying course concepts to real-world forest spatial data using QGIS.
Mentoring and Outreach
Organizer and Mentor, Graduate–Undergraduate Mentoring Program UT Austin Korean Student Association · Sep. 2023 – Aug. 2024
  • Organized and coordinated a mentoring program connecting undergraduates with graduate mentors across multiple disciplines, providing guidance on graduate education and research careers.
Founder and President, WITHYOU Education Volunteer Club South Korea · Mar. 2009 – Mar. 2013
  • Founded a community-based volunteer organization providing free mathematics tutoring to students from low-income families, establishing a program sustained by successive generations of student volunteers.

MUGUET

Founder and Band Leader, Rock Band “Muguet” May 2014 – Present
  • Songwriter, vocalist, pianist, and guitarist; performed at numerous concerts.
  • Placed second in the 2015 SNU Student Band Competition and received a recording grant.

Members

VocalHyunje Yang
GuitarsYoungmin Yoon, Hyunje Yang
BassJihwan Park
DrumsWooyoung Min
HaegeumHyejin Son

Links

Discography

Forest Dawn

[Original Album]
“Muguet - Forest Dawn”, 2022
Play as Vocal, Guitar, and Songwriter. Available on major streaming services (Spotify, YouTube Music, Apple Music).
YouTube Playlist [Official Audio]

Butterfly

[Digital Single]
“Muguet - Butterfly”, 2015
Play as Vocal, Guitar, and Songwriter. Seoul National University compilation album, produced with SNU funding.
Official Audio in YouTube

PATENTS

Silver Prize, Seoul International Invention Fair 2021

5 registered patents

  1. Preparation Method of Forest Water Map using the Computer Program and System Jan. 2022 · DOI address
  2. Optimal Land Selection Method of Forest Thinning for Water Yield using the Forest Water Map and System Jan. 2022 · DOI address
  3. Detection Method for the Water-Saturated Weak Area of Forest Soil for Improving Landslide Danger Map using the Forest Water Map and System Jan. 2022 · DOI address
  4. Identification Method of the Forest with Superior Functions for Water Recharge and Its System Jan. 2022 · DOI address
  5. Evaluation Method of Water Yield Function using the Forest Water Map and System Jan. 2022 · DOI address
Silver Prize Seoul International Invention Fair

VOLUNTEER WORKS

Feb. 2013 – Feb. 2015 Habitat for Humanity
Volunteer
Served 100+ hours and built 5+ houses.
Mar. 2009 – Mar. 2013 WITHYOU Education Volunteer Club
President and Founder
Served 300+ hours and tutored math for low-income students.
Volunteer works

EXTRACURRICULAR

Membership
American Geophysical Union (AGU) Aug. 2021 – Present
International Forestry Students' Association Feb. 2014 – Feb. 2016
  • Poster presentation: "Urban and School Forest in Korea," 2015 Asia Pacific Regional Meeting in Taiwan.
  • Discussed forest science issues and held academic seminars with other student members.
Leadership
President, CAEE at UT Austin Korean Student Organization Jan. 2026 – Present
President, UT Austin Korean Student Association Sep. 2023 – Aug. 2024
President, Seoul National University Student Council, Program in Forest Environmental Science Jan. 2015 – Dec. 2015
Chair of the Joint Council, Seoul National University Student Council, CALS Jan. 2015 – Jul. 2015
Volunteer, Habitat for Humanity: Served 100+ hours and built 5+ houses Feb. 2013 – Feb. 2015
Military Service
Technical Research Personnel, National Institute of Forest Science Apr. 2019 – Apr. 2022
5th Company Commander Trainee, Korea Army Training Center May 2020