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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0110 · Jul 199219922001200920172026
2 results for “MLP-GNN”
An Additive MLP-GNN Framework for Characterizing Chemical and Structural Contributions to Aqueous Solubilitystat.ML

Framework separates chemical and structural contributions to aqueous solubility.

problem Merging chemical and structural information in solubility models obscures their relative importance.
method Additive MLP-GNN framework with separate chemical and structural branches.
result Framework reveals distinct roles of chemical and structural information in solubility.
aqueous solubilitydeep learningMLP-GNNchemical structuredrug discovery
2026-07-02abs ↗pdf ↗
An Additive MLP-GNN Framework for Characterizing Chemical and Structural Contributions to Aqueous Solubilitystat.ML

A framework separates chemical and structural contributions to aqueous solubility.

problem Merging chemical and structural information in solubility models obscures their relative contributions.
method Additive MLP-GNN framework with separate chemical and structural branches.
result Framework reveals distinct roles of chemical and structural information in solubility.
aqueous solubilitydeep learningMLP-GNNchemical descriptorsstructural patterns
2026-07-02abs ↗pdf ↗