In addition to high-order numerical methods, my other research interests involve mathematical modeling, applied computing problems in engineering and industries focusing on computational strategies for the additive manufacturing process (3D printing), defect detections, and scientific machine learning in Marine Undersea Science Technology. For education, I am also interested in connecting research and teaching in transforming the mathematics dept in primarily undergraduate institutions.
Publications and Technical Reports:
[20] Heryudono, Raessi
Adaptive Partition of Unity Interpolation Method with Moving Patches
Mathematics and Computers in Simulation, Elsevier, 2023.
[19] Hoq, Aljarrah, Li, Bi, Heryudono, Huang
Data-driven Methods for Stress Field Predictions in Random Heterogeneous Materials
Engineering Applications of Artificial Intelligence, Elsevier, 2023.
[18] Aljarrah, Li, Heryudono, Huang, Bi
Predicting Part Distortion Field in Additive Manufacturing: A Data-driven Framework
Journal of Intelligent Manufacturing, Springer 2022.
[17] Hou, Heryudono, Huang, Li
Parametric Stress Field Solutions for Heterogeneous Materials using Proper Generalized Decomposition
Acta Mechanica, Springer 2022.
[16] Hixenbaugh, Chabot, Heryudono,
Mixed Precision Reinforcement Learning for Control Simulation of Unmanned Undersea Vehicle
Naval Undersea Warfare Center technical report and defense technical report AD1200547 for public clearance, 2022.
[15] Bellizzi, Galary, Heryudono
Bearing Lubricant Corrosion Identification Through Transfer Learning
International Congress and workshop on Industrial Artificial Intelligence (IAI2021), Lecture Notes in Mechanical
Engineering. Springer 2022.
[14] Hixenbaugh, Chabot, Heryudono
Minimizing Oscillatory Signals in Deep Reinforcement Learning Control of Unmanned Undersea Vehicles
Naval Undersea Warfare Center technical report and defense technical report AD1177533 for public clearance, 2021.
[13] Burnett, Gottlieb, Grant, Heryudono
Performance Evaluation of Mixed-Precision Runge-Kutta Methods
IEEE High-Performance Extreme Computing Conference (HPEC) (pp. 1-6). IEEE 2021.
[12] Bellizzi, Galary, Heryudono
Bearing Lubricant Defect Segmentation Using Synthetic Data
18th International Conference on Machine Learning and Data Mining (MLDM21), NY, 2021. Transaction on Machine
Learning and Data Mining. Vol 14, No. 2 (2021)
P-ISSN 1865-6781, E-ISSN 2509-9337 ISBN 978-3-942952-89-7.
[11] Yonika, Heryudono, Khanna
Space-time Collocation Method: Loop Quantum Hamiltonian Constraints
International Journal of Modern Physics C, Computational Physics and Physical Computation, volume 31, number 11, 2020.
[10] Aljarrah, Li, Huang, Heryudono, Bi
ARIMA-GMDH: A Low-Order Integrated Approach for Predicting and Optimizing the Additive Manufacturing Process Parameters
International Journal of Advanced Manufacturing Technology 106, 701–717 (2020).
[09] Aljarrah, Li, Huang, Heryudono, Bi
A Self-organizing Evolutionary Method to Model and Optimize Correlated Multiresponse Metrics for Additive Manufacturing Processes
Smart and Sustainable Manufacturing Systems 3, no. 2 (2019): 190-214.
[08] Smith, Laoulache, Heryudono, Lee
Numerical Study of Rectangular Spectral Collocation Method on Flow over a Circular Cylinder
Journal of Mechanical Science and Technology. Volume 33, Issue 4, April 2019.
[07] Heryudono, Lee
Free Vibration Analysis of Euler-Bernoulli Beams with Non-ideal Clamped Boundary Conditions by Using Pade Approximation
Journal of Mechanical Science and Technology. Volume 33, Issue 3, March 2019.
[06] Biswas, Li, Heryudono, Bi
Prediction Of Printing Failure Of a 3D Printed Drone Propeller using Fused Deposition Modeling
Dassault Systemes Science in the Age of Experience Conference, Boston, June 2018.
[05] Smith, Laoulache, Heryudono
Implementation of Neumann Boundary Condition with Influence Matrix Method for Viscous Annular Flow using Pseudospectral Collocation
Journal of Computational and Applied Mathematics. Volume 285, 100-115, 2015.
[04] Chen, Davis, Gottlieb, Hausknecht, Heryudono, Kim
Transformation of a Mathematics Department's Teaching and Research through a Focus on Computational Science,
Journal of Computational Science Education. Volume 4, Issue 1 2013.
[03] Maki, Ozlem, Schwendeman, Please, Phillips, Case, Heryudono, Bhalezcio, Atena, Witelski, Sun, Fehribach
Maximizing Minimum Pressure in Fluid Dynamic Bearings of Hard Disk Drives
23rd Mathematical Problems in Industry Technical Report, June 2007.
[02] Arnold, Chen, Heryudono, Nam, Ramirez, Williams
Sparse Aperture Radar Imaging
Mathematical Modeling in Industri IX, University of Minnesota Technical Report, August 2005.
[01] Beuscher, Bayram, Broadbridge, Driscoll, Edwards, Fehribach, Graham-Eagle, Haskett,
Heryudono, Huang, Larson, Moore, Pennell, Raymond, Ronkese, Rossi, Srinivasan
Multi-Phase Flow in a Thin Porous Material
20th Mathematical Problems in Industry Technical Report, June 2004.