3 papers
q-fin.MF2026
Fee Implied Volatility on Uniswap v3: A DEX Native Proxy and Its Limits
Amy Oumayma Khaldoun
Narrow Uniswap v3 liquidity ranges resemble short dated options, and Panoptic's streaming premium echoes the short maturity concentration of Black-Scholes theta near the strike. Th…
cs.AI2026
FlexMS: A Unified Public Benchmark for Molecule Tandem Mass Spectrum Prediction
Yunhua Zhong, Yixuan Tang, Yifan Li +5
Tandem mass spectrometry (MS/MS) is central to small molecule identification, but current deep learning systems for spectrum prediction still remain difficult to evaluate and deplo…
cs.LG2026
PepSpecBench: A Unified Evaluation Benchmark for Peptide Tandem Mass Spectrometry Prediction
Zhiwen Yang, Pan Liu, Yifan Li +2
Tandem mass spectrometry provides a high-throughput framework for identifying and quantifying proteins in complex biological samples. In computational proteomics, predicting peptid…