Research

Interests

computational and applied mathematics, physics-based simulations, computer graphics, material point methods, fluids, continuum mechanics, numerical PDEs, numerical analysis

Publications

Kaneda, Ayano, Osman Akar, Jingyu Chen, Victoria Kala, David Hyde, and Joseph Teran. “A Deep Conjugate Direction Method for Iteratively Solving Linear Systems.” In International Conference on Machine Learning, pp. 15720-15736. PMLR, 2023. fileicon PDF videoicon Video

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Chen, Jingyu, Victoria Kala, Alan Marquez-Razon, Elias Gueidon, David AB Hyde, and Joseph Teran. “A momentum-conserving implicit material point method for surface tension with contact angles and spatial gradients.” ACM Transactions on Graphics (TOG) 40, no. 4 (2021): 1-16. fileicon PDF videoicon Video

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Kala, Victoria, Katherine Guo, Elizabeth Swantek, Alan Tong, Monique Chyba, Yuriy Mileyko, Chris Gray, Thomas Lee, and Alice Koniges. “Pandemics in Hawai’i: 1918 Influenza and COVID-19.” IARIA, 2020, 26-31.