Work Experience
Education
- Honorable Mention Award in NTHU College of Engineering Student Competition(2024).
- Honorary Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China (2024).
- Second Place Award in Interdisciplinary Program of Nuclear Science Independent Study Competition (2021).
- Honorable Mention in Chinese Society of Mechanical Engineers (2021).
Skill
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Software Development
- Programming: C, C++, C#, Python, Taichi Lang, MATLAB
- Libraries & Frameworks: TCP/IP, FEniCS, OpenGL, PyTorch, PhysX, ROS2
- Systems & Platforms: Bash, PowerShell, Lua, Linux OS, Distributed systems, Embedded systems (microcontrollers), NVIDIA Omniverse
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Computational Mechanics
- Mesh-based method: Finite Element Method (FEM), Finite Volume Method (FVM)
- Mesh-free method: Reproducing Kernel Particle Method (RKPM), Smoothed Particle Hydrodynamics (SPH), Material Point Method (MPM)
- Physics-Informed Machine Learning: Physics Informed Neural Networks (PINNs), Constitutive Artificial Neural Networks (CANN)
Certification
Selected Project
Delta Electronics
- SCARA Glue-Dispensing Process Simulation (2025): Improved viscoplasic fluid physics in PhysX; implemented robot motion planning using ROS2/MoveIt2 in NVIDIA Isaac Sim.
- Digital Twin for Smart Manufacturing (2025): Built multiple cyber production lines in NVIDIA Isaac Sim backed by real-world data collection; accelerated pre-planning phase by 40%.
- Deformable Objects Simulation for Dual-Arm Robotics Manipulation (2025-2026)
- Real-Time Simulation Using GNCA (Graph Neural Cellular Automata) Framework (2026): A DELTA-NTU Joint Research & Development Project.
National Tsing Hua University Research
- Physics Informed Neural Networks (PINNs) for Shockwave Modeling (2024)
- Developing Stabilized Material Point Method for Free Surface Flow Modeling (2023-2024): Designed a novel Lagrangian-Eulerian method algorithm, concurrent Material Point Method (MPM), that solves the volumetric locking issue for the incompressible free surface flow using Taichi Lang, Python and C++. This is a Master's thesis under the guidance of Prof. Tsung-Hui Huang.
- Continuum Simulation for 2-Legged Soft Robotics Applications using Difftaichi (2023)
- Stabilized and variationally consistent integrated meshfree formulation for Navier-Stokes Equation (2022-2023): Applied the variationally consistent meshfree method, Reproducing Kernel Particle Method (RKPM), to Navier-Stokes equation for optimal convergence.
- Diverse Forms of Denticles Facilitate the Evolutionary Success of Sharks (2022-2023): A cross-department project under the guidance of Prof. Tsung-Hui Huang. Applying Python module (VarMINT) developed by Prof. David Kamensky to open-source computing platform FEniCS, to conduct fluid-structure interaction simulation on shark's denticle. The simulation result contributes to the paper "Diverse Forms of Denticles Facilitate the Evolutionary Success of Sharks" which was submitted to Nature Communications.
- Staggered Grid Approach benchmarking Lid Driven Cavity Problem (2022-2023)
- Thermal Hydraulic Analysis for AB-BNCT Target using CFD Methodology (2021): Applied CFD (Computational Fluid Dynamics) analysis with commercial software (Ansys Fluent / SolidWorks) to estimate the heat transfer ability of the Accelerator-Based Boron Neutron Capture Therapy (AB-BNCT). This is a Bachelor's project under the guidance of Prof. Yu-Ming Ferng, in collaboration with Heron Neutron Medical Corp.