On-device research index

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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3 results for “crypto-tokens”

Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graphcs.SI

This paper analyzes Ethereum blockchain using topology and geometry to uncover crypto-token price dynamics.

problem Lack of understanding on crypto-token price dynamics from blockchain data.

method Topological data analysis and functional data depth.

result Ethereum blockchain provides insights into crypto-token price dynamics not accessible with conventional methods.

Ethereum blockchain topology geometry crypto-tokens price dynamics

2019-12-20abs ↗pdf ↗

Predicting the success of new crypto-tokens: the Pump.fun caseq-fin.ST

Study predicts success of crypto-tokens on Pump.fun platform.

problem Identify factors affecting the success of new crypto-tokens.

method Build predictive models using bonding curve mechanism and structural/behavioral variables.

result Conditional variables significantly improve the predictive power of token success.

crypto-tokens Pump.fun bonding curve predictive models token success

2026-02-16abs ↗pdf ↗

Price manipulation schemes of new crypto-tokens in decentralized exchangesq-fin.CP

Study reveals risks of investing in new crypto-tokens in decentralized exchanges.

problem Risks associated with investing in newly created tokens in decentralized exchanges.

method Analysis of financial impact, market dynamics, profitability, and liquidity manipulations.

result Significant market liquidity trapped in honeypots, reducing market efficiency and misleading investors.

decentralized exchanges crypto-tokens market dynamics rug pulls sandwich attacks

2025-02-14abs ↗pdf ↗