Stabilize physics-informed neural networks for stiff differential equations: Re-spacing layer
- Eunsuh Kim
- Heejae Kwon
- et al.
- 2025
- Computers and Mathematics with Applications
Publications
26 results for Kyongmin Yeo
Integrated machine learning analysis of proteomic and transcriptomic data identifies healing associated targets in diabetic wound repair
- Brandon J. Sumpio
- Kyongmin Yeo
- et al.
- 2025
- Scientific Reports
Quantitative ultrasound augmented with machine learning to assess tissue microstructure during wound healing
- David Lemonnier
- Brandon J. Sumpio
- et al.
- 2025
- Biomedical Signal Processing and Control
Reducing Data Resolution for Better Superresolution: Reconstructing Turbulent Flows from Noisy Observation
- Kyongmin Yeo
- Małgorzata J. Zimoń
- et al.
- 2024
- Physical Review Letters
Observational benchmarks inform representation of soil organic carbon dynamics in land surface models
- Kamal Nyaupane
- Umakant Mishra
- et al.
- 2024
- Biogeosciences
Cascading Failure Prediction via Causal Inference
- Shiuli Subhra Ghosh
- Anmol Dwivedi
- et al.
- 2024
- IEEE Transactions on Power Systems
Inverse Models for Estimating the Initial Condition of Spatio-Temporal Advection-Diffusion Processes
- Xiao Liu
- Kyongmin Yeo
- 2023
- Technometrics
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring
- Arka Daw
- Kyongmin Yeo
- et al.
- 2022
- Big Data 2022
Optimal Sensor Placement for Atmospheric Inverse Modelling
- Xinchao Liu
- Kyongmin Yeo
- et al.
- 2022
- Big Data 2022
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks
- Mykhaylo Zayats
- Malgorzata J. Zimon
- et al.
- 2022
- CDC 2022