Jan. 7, 2025
(Re)-Explaining Stochastic Taylor Derivative Estimator (STDE)
How to tackle the curses of dimensionality and the exponential curse in derivative order.
👋 I am Zekun Shi, a PhD student from the School of Computing at National University of Singapore (NUS), under the supervision of Kenji Kawaguchi. I am also currently working as a research engineer at the AI4sicence team at Sea AI Lab.
I work in the intersection of machine learning and physics (especially ab initio electronic structure modeling), and I collaborate closely with the theory team from Institute for Functional Intelligent Materials (i-FIM) on electronic structure modeling.
How to tackle the curses of dimensionality and the exponential curse in derivative order.