Grace Gu on Muck Rack

Grace Gu

As seen in: Chicago Inno, Nature, Wiley Online Library, Chicago Business Journal, Crunchbase News, Cell Reports Physical Science, Harvard Business School Working Knowledge, SAS, National Bureau of Economic Research, Texas Medical Center, The Heidrick & Struggles Leadership Podcast
Econ prof. Intl finance. Labor. Compensation. Full of ideas. Raising a human. Love nature. No energy waste.
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Articles

Enabling geometry and toolpath generalization for machine learning based thermal modeling in laser powder bed fusion

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By Tarek Zohdi, Grace Gu, Kahraman G. Demir
| Nature Verified
Abstract A central challenge in machine learning-based thermal modeling for Laser Powder Bed Fusion (LPBF) is achieving reliable generalization across different part geometries and toolpaths. These capabilities are crucial for practical manufacturing, in order to avoid defects caused by poor process planning. Finite element simulations provide relatively accurate results but are too computationally intensive, highlighting the need for fast, generalizable surrogate models.
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Firm Emissions and Credit Allocation

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By Grace Gu, Galina Hale, Bhavyaa Sharma, Jinhong Wu
| National Bureau of Economic Research
We thank Cesario Mateus, Xintong Li, and participants of the Conference on the Macroeconomic and Financial Aspects of Climate Change at the Bank of Mexico for helpful comments. All errors are ours. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.
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Freeform Lattice Structure Optimization via Generative Design: Enhanced Isotropy and Stress Delocalization

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By Grace Gu, Brennan Birn, Kyle Woody, Dominique Sun
| Wiley Online Library Verified
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description adem70216-sup-0001-SuppData-S1.pdf9.8 MB Supplementary Material References 1, , , , , , , , Polymers 2024, 16, 729. 2, , , , , J. Manuf. Process. 2022, 74, 220. 3, , , , , , Mater. Des. 2025, 252, 113798. 4, , , , , , , , , , npj Comput. Mater. 2024, 10, 113. 5, , , Thin-Walled Struct. 2023, 182, 110220. 6, , , Extreme Mech. Lett. 2018, 22, 138. 7, , , , , , Addit. Manuf. 2019, 30, 100846. 8, , , , , Int. J.
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