6 papers
Automated Analysis of DFT Output Files for Molecular Descriptor Extraction and Reactivity Modeling
Yu-Chien Huang, Dennis Chung-Yang Huang, Yun-Cheng Tsai
Understanding the relationship between molecular structure and chemical reactivity or properties is fundamental to rational molecular design. Linear free energy relationships (LFER…
Quantum-Enhanced Forecasting for Deep Reinforcement Learning in Algorithmic Trading
Jun-Hao Chen, Yu-Chien Huang, Yun-Cheng Tsai +1
The convergence of quantum-inspired neural networks and deep reinforcement learning offers a promising avenue for financial trading. We implemented a trading agent for USD/TWD by i…
Fibration structure in toric hypersurface Calabi-Yau threefolds
Yu-Chien Huang, Washington Taylor
We find through a systematic analysis that all but 29,223 of the 473.8 million 4D reflexive polytopes found by Kreuzer and Skarke have a 2D reflexive subpolytope. Such a subpolytop…
Mirror symmetry and elliptic Calabi-Yau manifolds
Yu-Chien Huang, Washington Taylor
We find that for many Calabi-Yau threefolds with elliptic or genus one fibrations mirror symmetry factorizes between the fiber and the base of the fibration. In the simplest exampl…
On the prevalence of elliptic and genus one fibrations among toric hypersurface Calabi-Yau threefolds
Yu-Chien Huang, Washington Taylor
We systematically analyze the fibration structure of toric hypersurface Calabi-Yau threefolds with large and small Hodge numbers. We show that there are only four such Calabi-Yau t…
Comparing elliptic and toric hypersurface Calabi-Yau threefolds at large Hodge numbers
Yu-Chien Huang, Washington Taylor
We compare the sets of Calabi-Yau threefolds with large Hodge numbers that are constructed using toric hypersurface methods with those can be constructed as elliptic fibrations usi…