Develops projection-based model reduction and modular aeroelastic coupling for large-scale aircraft MDO.
Education
- PhD, Mechanical and Aerospace Engineering
UC San Diego · 2021–present - MSc, Applied Mathematics
TU Delft · 2021 - MSc, Aerospace Engineering
TU Delft · 2021 - BSc, Aerospace Engineering
TU Delft · 2015
Research connections
Related to Sebastiaan P. C. van Schie
Methods
Applications
Funded projects
Papers
- Sebastiaan P. van Schie, John T. Hwang. Computational Framework for High-Fidelity Aerodynamic Shape Optimization Using Weighted POD. AIAA AVIATION 2026 Forum, 2026.DOIPDF
@inproceedings{vanschie2026computational, author = {Sebastiaan P. van Schie and John T. Hwang}, title = {Computational Framework for High-Fidelity Aerodynamic Shape Optimization Using Weighted POD}, booktitle = {AIAA AVIATION 2026 Forum}, year = {2026}, doi = {10.2514/6.2026-4782}, url = {https://doi.org/10.2514/6.2026-4782}, note = {Metadata verification: Crossref title} } - Sebastiaan P. van Schie, John T. Hwang. Towards Hyper-Reduced Weighted POD for Large-Scale Aerodynamic Design Optimization. AIAA SCITECH 2026 Forum, 2026.DOIPDF
@inproceedings{vanschie2026towards, author = {Sebastiaan P. van Schie and John T. Hwang}, title = {Towards Hyper-Reduced Weighted POD for Large-Scale Aerodynamic Design Optimization}, booktitle = {AIAA SCITECH 2026 Forum}, year = {2026}, doi = {10.2514/6.2026-1212}, url = {https://doi.org/10.2514/6.2026-1212}, note = {Metadata verification: Crossref DOI} } - Bingran Wang, Seongha Jeong, Sebastiaan P. C. van Schie, Dongyeon Han, Jaeho Min, John T. Hwang. Knowledge-Guided Generative Surrogate Modeling for High-Dimensional Design Optimization Under Scarce Data. Journal of Computing and Information Science in Engineering, 2026.DOIPDF
@article{wang2026knowledge, author = {Bingran Wang and Seongha Jeong and Sebastiaan P. C. van Schie and Dongyeon Han and Jaeho Min and John T. Hwang}, title = {Knowledge-Guided Generative Surrogate Modeling for High-Dimensional Design Optimization Under Scarce Data}, journal = {Journal of Computing and Information Science in Engineering}, year = {2026}, volume = {26}, number = {7}, doi = {10.1115/1.4070934}, url = {https://doi.org/10.1115/1.4070934}, note = {Metadata verification: Crossref title} } - Sebastiaan P. van Schie, Marius L. Ruh, Andrew H. Fletcher, Michael Warner, Mark Sperry, Luca Scotzniovsky, Nicholas C. Orndorff, Ru Xiang, Jiayao Yan, Han Zhao, Joshua Krokowski, Jiun-Shyan Chen, Darshan Sarojini, Hyunjune Gill, Seongkyu Lee, Andrew C. Tagg, Ryan Anderson, Eric Green, Cibin Joseph, Andrew Ning, Zeyu Cheng, Zhi Cao, Chunting Mi, Alexandre T. Guibert, Ashley Cronk, Alicia A. Kim, Shirley Meng, Christopher Silva, John T. Hwang. Large-Scale Distributed Multidisciplinary Design Optimization of the NASA Lift-Plus-Cruise Air Taxi Concept. AIAA SCITECH 2025 Forum, 2025.DOIPDF
@inproceedings{vanschie2025large, author = {Sebastiaan P. van Schie and Marius L. Ruh and Andrew H. Fletcher and Michael Warner and Mark Sperry and Luca Scotzniovsky and Nicholas C. Orndorff and Ru Xiang and Jiayao Yan and Han Zhao and Joshua Krokowski and Jiun-Shyan Chen and Darshan Sarojini and Hyunjune Gill and Seongkyu Lee and Andrew C. Tagg and Ryan Anderson and Eric Green and Cibin Joseph and Andrew Ning and Zeyu Cheng and Zhi Cao and Chunting Mi and Alexandre T. Guibert and Ashley Cronk and Alicia A. Kim and Shirley Meng and Christopher Silva and John T. Hwang}, title = {Large-Scale Distributed Multidisciplinary Design Optimization of the NASA Lift-Plus-Cruise Air Taxi Concept}, booktitle = {AIAA SCITECH 2025 Forum}, year = {2025}, doi = {10.2514/6.2025-0362}, url = {https://doi.org/10.2514/6.2025-0362}, note = {Metadata verification: Crossref title} } - Sebastiaan P. C. van Schie, Boris Kramer, John T. Hwang. Weighted Proper Orthogonal Decomposition for High-Dimensional Optimization. arXiv:2508.09084v1, 2025. Preprint
- Marius L. Ruh, Andrew Fletcher, Darshan Sarojini, Mark Sperry, Jiayao Yan, Luca Scotzniovsky, Sebastiaan P. van Schie, Michael Warner, Nicholas C. Orndorff, Ru Xiang, Anugrah J. Joshy, Han Zhao, Joshua Krokowski, Hyunjune Gill, Seongkyu Lee, Zeyu Cheng, Zhi Cao, Chris Mi, Christopher Silva, Lauren Wolfe, Jiun-Shyan Chen, John T. Hwang. Large-scale multidisciplinary design optimization of a NASA air taxi concept using a comprehensive physics-based system model. AIAA SCITECH 2024 Forum, 2024.DOIPDF
@inproceedings{ruh2024large, author = {Marius L. Ruh and Andrew Fletcher and Darshan Sarojini and Mark Sperry and Jiayao Yan and Luca Scotzniovsky and Sebastiaan P. van Schie and Michael Warner and Nicholas C. Orndorff and Ru Xiang and Anugrah J. Joshy and Han Zhao and Joshua Krokowski and Hyunjune Gill and Seongkyu Lee and Zeyu Cheng and Zhi Cao and Chris Mi and Christopher Silva and Lauren Wolfe and Jiun-Shyan Chen and John T. Hwang}, title = {Large-scale multidisciplinary design optimization of a NASA air taxi concept using a comprehensive physics-based system model}, booktitle = {AIAA SCITECH 2024 Forum}, year = {2024}, doi = {10.2514/6.2024-0771}, url = {https://doi.org/10.2514/6.2024-0771}, note = {Metadata verification: Crossref DOI} } - Darshan Sarojini, Marius Ruh, Jiayao Yan, Luca Scotzniovsky, Nicholas C. Orndorff, Ru Xiang, Han Zhao, Joshua Krokowski, Michael Warner, Sebastiaan van Schie, Ashley Cronk, Alexandre T. Guibert, Jeffrey T. Chambers, Lauren Wolfe, Rachel Doring, Robin Despins, Cibin Joseph, Ryan Anderson, Andrew Ning, Hyunjune Gill, Seongkyu Lee, Zeyu Cheng, Zhi Cao, Chris Mi, Ying Shirley Meng, Christopher Silva, Jiun-Shyan Chen, Alicia A. Kim, John T. Hwang. Review of Computational Models for Large-Scale MDAO of Urban Air Mobility Concepts. AIAA SCITECH 2024 Forum, 2024.DOIPDF
@inproceedings{sarojini2024review, author = {Darshan Sarojini and Marius Ruh and Jiayao Yan and Luca Scotzniovsky and Nicholas C. Orndorff and Ru Xiang and Han Zhao and Joshua Krokowski and Michael Warner and Sebastiaan van Schie and Ashley Cronk and Alexandre T. Guibert and Jeffrey T. Chambers and Lauren Wolfe and Rachel Doring and Robin Despins and Cibin Joseph and Ryan Anderson and Andrew Ning and Hyunjune Gill and Seongkyu Lee and Zeyu Cheng and Zhi Cao and Chris Mi and Ying Shirley Meng and Christopher Silva and Jiun-Shyan Chen and Alicia A. Kim and John T. Hwang}, title = {Review of Computational Models for Large-Scale MDAO of Urban Air Mobility Concepts}, booktitle = {AIAA SCITECH 2024 Forum}, year = {2024}, doi = {10.2514/6.2024-0377}, url = {https://doi.org/10.2514/6.2024-0377}, note = {Metadata verification: Crossref DOI} } - Sebastiaan P. van Schie, Michael Warner, Andrew Fletcher, John T. Hwang. Enforcing Work Conservation in Modular Aeroelastic Coupling For Multidisciplinary Design Optimization. AIAA SCITECH 2024 Forum, 2024.DOIPDF
@inproceedings{vanschie2024enforcing, author = {Sebastiaan P. van Schie and Michael Warner and Andrew Fletcher and John T. Hwang}, title = {Enforcing Work Conservation in Modular Aeroelastic Coupling For Multidisciplinary Design Optimization}, booktitle = {AIAA SCITECH 2024 Forum}, year = {2024}, doi = {10.2514/6.2024-2411}, url = {https://doi.org/10.2514/6.2024-2411}, note = {Metadata verification: Crossref DOI} } - Michael Warner, Andrew Fletcher, Sebastiaan P. van Schie, John T. Hwang. A Method for Modular MDO Model Assembly via a Solver Independent Field Representation. AIAA SCITECH 2024 Forum, 2024.DOIPDF
@inproceedings{warner2024method, author = {Michael Warner and Andrew Fletcher and Sebastiaan P. van Schie and John T. Hwang}, title = {A Method for Modular MDO Model Assembly via a Solver Independent Field Representation}, booktitle = {AIAA SCITECH 2024 Forum}, year = {2024}, doi = {10.2514/6.2024-1802}, url = {https://doi.org/10.2514/6.2024-1802}, note = {Metadata verification: Crossref DOI} } - Ru Xiang, Sebastiaan P. C. van Schie, Luca Scotzniovsky, Jiayao Yan, David Kamensky, John T. Hwang. Automating adjoint sensitivity analysis for multidisciplinary models involving partial differential equations. Structural and Multidisciplinary Optimization (in press 2024, per CV), 2024.DOIPDF
@article{xiang2024automating, author = {Ru Xiang and Sebastiaan P. C. van Schie and Luca Scotzniovsky and Jiayao Yan and David Kamensky and John T. Hwang}, title = {Automating adjoint sensitivity analysis for multidisciplinary models involving partial differential equations}, journal = {Structural and Multidisciplinary Optimization (in press 2024, per CV)}, year = {2024}, doi = {10.21203/rs.3.rs-4265983/v1}, url = {https://doi.org/10.21203/rs.3.rs-4265983/v1}, note = {Metadata verification: Crossref title} } - Ryan M. Anderson, Andrew Ning, Ru Xiang, Sebastiaan P. C. van Schie, Mark Sperry, Darshan Sarojini, David Kamensky, John T. Hwang. Aerostructural Predictions Combining FEniCS and a Viscous Vortex Particle Method FLOWVPM. AIAA SciTech 2023 Forum, 2023.PDF
@inproceedings{anderson2023aerostructural, author = {Ryan M. Anderson and Andrew Ning and Ru Xiang and Sebastiaan P. C. van Schie and Mark Sperry and Darshan Sarojini and David Kamensky and John T. Hwang}, title = {Aerostructural Predictions Combining FEniCS and a Viscous Vortex Particle Method FLOWVPM}, booktitle = {AIAA SciTech 2023 Forum}, year = {2023}, note = {Metadata verification: Crossref unavailable: HTTPError} } - Sebastiaan P. van Schie, John T. Hwang. Model Reduction of Isogeometric Shell Structures For Large-Scale Design Optimization. AIAA AVIATION 2023 Forum, 2023.DOIPDF
@inproceedings{vanschie2023model, author = {Sebastiaan P. van Schie and John T. Hwang}, title = {Model Reduction of Isogeometric Shell Structures For Large-Scale Design Optimization}, booktitle = {AIAA AVIATION 2023 Forum}, year = {2023}, doi = {10.2514/6.2023-3720}, url = {https://doi.org/10.2514/6.2023-3720}, note = {Metadata verification: Crossref title} } - Sebastiaan P. van Schie, Han Zhao, Jiayao Yan, Ru Xiang, John T. Hwang, David Kamensky. Solver-Independent Aeroelastic Coupling For Large-Scale Multidisciplinary Design Optimization. AIAA SCITECH 2023 Forum, 2023.DOIPDF
@inproceedings{vanschie2023solver, author = {Sebastiaan P. van Schie and Han Zhao and Jiayao Yan and Ru Xiang and John T. Hwang and David Kamensky}, title = {Solver-Independent Aeroelastic Coupling For Large-Scale Multidisciplinary Design Optimization}, booktitle = {AIAA SCITECH 2023 Forum}, year = {2023}, doi = {10.2514/6.2023-0727}, url = {https://doi.org/10.2514/6.2023-0727}, note = {Metadata verification: Crossref title} }