Publications

Carreon, A., Singh, J., Sharma, S., Zhang, S. and Raman, V., 2026. "A GPU-based compressible combustion solver for applications exhibiting disparate space and time scales." The International Journal of High Performance Computing Applications, p.10943420261471623

Sharma, V. and Raman, V., 2025. "Chain of Unit-Physics: A Primitive-Centric Approach to Scientific Code Synthesis." arXiv preprint arXiv:2512.01010.

Carreon, A., Sharma, V. and Raman, V., 2025. "Automated design optimization via strategic search with large language models." arXiv preprint arXiv:2511.22651.

Sharma, V., and Raman, V., 2026. "Primitives-centric approach to agentic AI systems for combustion science." International Symposium on Combustion, Kyoto, Japan, 2026.

Powers, M., Sharma S., and Raman V., 2026. "Impact of parasitic deflagration on wave dynamics in a rotating detonation rocket engine."  International Symposium on Combustion, Kyoto, Japan, 2026.

Powers, M., Sharma S., and Raman, V., 2026. "Impact of Varying Combustion Chamber Area in Rotating Detonation Engines." AIAA SciTech 2026 Forum. 2026.

Powers, Megan, Shivank Sharma, and Venkat Raman. "Influence of Combustion Chamber Area on Detonation Wave Dynamics in RDREs", presented at IWDP, Yokohama, Japan (May, 2026)

Fernandez, Ruben, Vansh Sharma, and Venkat Raman. "Principled-AI Approach for Thermodynamic Modeling of Rotating Detonation Engines", presented as poster at MICDE Predictive Science Symposium, Ann Arbor (April, 2026).

Carreon, Anthony, Vansh Sharma, and Venkat Raman. "Automated Design Optimization via Strategic Search with Large Language Models", presented as poster at MICDE Predictive Science Symposium, Ann Arbor (April, 2026).

Kawaguchi, Codie, and Xun Huan. "Designing Experiments for Optimal Data Collection in High-Energy-Density Physics Experiments", presented as poster at MICDE Predictive Science Symposium, Ann Arbor (April, 2026).

Meyer, Ellen, and Xun Huan. "Risk-aware nonlinear Bayesian experimental design”, presented at SIAM UQ, Minneapolis (March, 2026).

Kawaguchi, Codie, and Xun Huan. “Identifying Informative Designs for Constraining Viscosity in Mantle Relevant Materials”, presented at SIAM UQ, Minneapolis (March, 2026).

Sharma, Vansh, Timothy Welch, Anthony Carreon and Venkat Raman. "Can Dialogs Lead to a Jump?", presented as poster at LANL-xRAGE Meeting, Ann Arbor (February, 2026).

Kawaguchi, Codie, Eric Johnsen, Xun Huan, Alexander Rasmus, and Elizabeth Merritt. "Application of Optimal Experimental Design to High-Energy-Density Physics”, presented at APS Division of Plasma Physics, Long Beach (Nov, 2025).

M. Marusich and E. Johnsen, 2025. “Analytical investigation of the interaction of a shock with a diffuse contact”, Presented at 78th Annual Meeting of the Division of Fluid Dynamics, Houston, TX (Nov, 2025).

B. Kierulf and E. Johnsen, 2025. “Wave reflections due to hp-nonuniform mesh transitions”, Presented at 78th Annual Meeting of the Division of Fluid Dynamics, Houston, TX (Nov, 2025).

Sharma, Vansh, and Venkat Raman. "Can AI Function as a Virtual Combustion Researcher?", presented at ICNC, Rome, Italy (October, 2025).

Powers, Megan, Shivank Sharma, and Venkat Raman. “Adaptive Mesh Refinement-Based Grid Optimization for the AFRL Methane-Oxygen Rotating Detonation Rocket Engine”, presented at ICNC, Rome, Italy (October, 2025).

Carreon, Anthony, Vansh Sharma, and Venkat Raman. "Automated Design Optimization via Strategic Search with Large Language Models”, presented as poster at LANL-SPARC Meeting, Ann Arbor (October, 2025).

Sharma, Vansh, and Venkat Raman. "Chain of Unit Physics Reasoning for Autonomous AI", presented as poster at LANL-SPARC Meeting, Ann Arbor (October, 2025).