Scholar
Chanwook Park
Google Scholar ID: 6WG19B0AAAAJ
Ph.D., Northwestern University
Citations & Impact
Citations
1,027
H-index
17
i10-index
21
Publications
20
Co-authors
16
list available
Publications
Resume (English only)
Academic Achievements
- 40+ publications with 900+ citations and an H-index of 17
- 15 first-author papers, including the 2024 arXiv preprint "Interpolating Neural Network: A Novel Unification of Machine Learning and Interpolation Theory"
- INN work accepted by Nature Communications (2025)
- Holds 4 patents
- Secured $1.3M in research funding
- Demonstrated 1000x speedup, 95% energy reduction, and infinite scalability in scientific AI simulations
Research Experience
- Founder & CTO of HIDENN-AI, developing AI solutions for engineering and scientific computing
- Creator of the Interpolating Neural Network (INN), unifying machine learning and interpolation theory for ultra-fast, scalable, and sustainable simulations
- Developed the JAX-FEM GPU solver for large-scale high-fidelity simulations
- Conducted research on CAD-compatible analysis (Isogeometric Analysis, IGA) enabling seamless design-analysis integration
- Work includes physics-informed neural networks, surrogate modeling frameworks, multi-scale simulations, and GPU-based parallel computing
