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.

168,657 papers · 148 categories

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2 results for “KineticSim”

KineticSim: A Lightweight, High-Performance Execution Engine for Real-Time Market Simulatorscs.DC

KineticSim: A lightweight, high-performance execution engine for real-time market simulators

problem Simulating financial markets at scale with multi-agent models

method Reusable parallel design pattern: persistent, state-carrying clearing for iterative multi-agent reductions

result Reduces per-step critical-path depth from Theta(L+A) to Theta(log L + ceil(A/L))

KineticSim GPU market simulation agent-based models reduction pattern

2026-06-19abs ↗pdf ↗

KineticSim: A Lightweight, High-Performance Execution Engine for Real-Time Market Simulatorscs.DC

KineticSim accelerates financial market simulations 3406x over CPU.

problem Simulating financial markets at scale with multi-agent models is bottlenecked by sequential processing and GPU kernel overhead.

method Formalized and implemented a reusable parallel design pattern for iterative multi-agent reductions in thread-block shared memory.

result Achieved a peak throughput of over 54.7 billion agent-events per second, delivering 3406x speedup over CPU.

financial markets Agent-Based models parallel computing GPU acceleration reinforcement learning

2026-06-19abs ↗pdf ↗