Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Fast Monte-Carlo

This paper proposes an eigenvalue-based small-sample approximation of the celebrated Markov Chain Monte Carlo that delivers an invariant steady-state distribution that is consistent with traditional Monte Carlo methods. The proposed eigenvalue-based methodology reduces the number of paths required f

Holy Grail Math 7.5 Rigor 5 ·  May 3, 2026

On-chain Peak Shaving

Blockchain technology is widely expected to reduce transaction costs by automating contract enforcement and eliminating intermediaries; yet, the execution costs imposed by network congestion have received little attention in the operations management literature. We study on-chain peak shaving, the s

Street Traders Math 3.5 Rigor 7.5 ·  April 1, 2026

Fast Core Identification

This paper examines the computational complexity of the \emph{Core Identification Problem} (CIP) in one-sided matching markets governed by the Top Trading Cycles (TTC) algorithm. The central contribution is a formal complexity separation: this paper proves that identifying which agents receive a cor

Lab Rats Math 6.5 Rigor 3 ·  April 1, 2026

Evolution of Market Microstructure in the Age of AI

Market microstructure studies how trading rules turn orders into prices and allocations. Those rules have been rebuilt repeatedly: for floor traders, electronic limit order books and high-frequency trading, batch auctions and dark pools, blockchains run by automated market makers and block builders,

Philosophers Math 4 Rigor 3 ·  September 27, 2026

Agentic Artificial Intelligence in Finance: A Comprehensive Survey

The emergence of agentic artificial intelligence (AI) represents a fundamental transformation in financial markets, characterized by autonomous systems capable of reasoning, planning, and adaptive decision-making with minimal human intervention. This comprehensive survey synthesizes recent advances

Philosophers Math 2.5 Rigor 1.5 ·  April 1, 2026

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