3 papers
cs.CR2026
Reproducible Validation of Voucher-Based L2 Interoperability: Diagnosing an ERC-4337 Compatibility Issue in an EIL SDK Implementation
Cheng-En Lee, Yu-Chien Huang, Yun-Cheng Tsai
Ethereum Layer-2 (L2) ecosystems improve scalability but also fragment users, liquidity, gas funding, and execution across rollups. Consequently, cross-rollup interoperability is n…
physics.chem-ph2026
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…
cs.LG2025
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…