Grants & Projects per year
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Collaborations and top research areas from the last five years
Grants & Projects
- 3 Finished
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Physics-based Machine Learning for Manufacturing High Temperature Ceramic Matrix Composite
Chen, J. (PI), Faghihi, D. (CoI), Salac, D. (CoI) & Wodo, O. (CoI)
US Navy Office of Naval Research
02/1/22 → 06/30/24
Project: Research
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Center for Exascale Simulation of Hybrid Rocket Motors
Desjardin, P. (PI), Chandola, V. (CoI), Chen, J. (CoI), Jones, M. (CoI), Knepley, M. (CoI), Salac, D. (CoI), Swihart, M. (CoI) & Patra, A. (CoI)
08/25/20 → 12/31/25
Project: Research
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Grid-agnostic volume of fluid approach with interface sharpening and surface tension for compressible multiphase flows
Marziale, J. J., Sun, J., Salac, D. & Chen, J., Oct 30 2025, In: Computers and Fluids. 301, 106794.Research output: Contribution to journal › Review article › peer-review
Open Access -
SHARP INTERFACE TERM FOR COMPRESSIBLE MULTIPHASE FLOW WITH SURFACE TENSION ON IRREGULAR GRIDS
Marziale, J. J., Sun, J., Salac, D. & Chen, J., 2025, Artificial Intelligence (AI) for Fluids; CFD Methods; CFD Applications; Bio-Inspired and Biomedical Fluid Dynamics; Fluid Measurement and Instrumentation; Energy and Sustainability. American Society of Mechanical Engineers (ASME), V001T02A005. (American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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STENCIL COMPOSITION FOR FINITE DIFFERENCE APPROXIMATIONS OF PARTIAL DIFFERENTIAL EQUATIONS
Mishra, A., Salac, D. & Knepley, M. G., 2025, In: SIAM Journal on Scientific Computing. 47, 2, p. A657-A688Research output: Contribution to journal › Article › peer-review
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Stochastic deep learning surrogate models for uncertainty propagation in microstructure–properties of ceramic aerogels
Islam, M. A., Deighan, D., Bhattacharjee, S., Tantalo, D., Singh, P. K., Salac, D. & Faghihi, D., Aug 2025, In: Computational Materials Science. 258, 114035.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
An ICME framework for short fiber reinforced ceramic matrix composites via direct ink writing
Sun, J., Marziale, J. J., Haselhuhn, A. S., Salac, D. & Chen, J., Mar 2024, In: Modelling and Simulation in Materials Science and Engineering. 32, 2, 025007.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations