Aurora Future Quantitative Research LLC

Aurora Future Quantitative Research LLC

Quantitative Finance Driven by Mathematics

Quantitative Finance Driven by Mathematics

Developing rigorous mathematical and statistical approaches to financial modeling, market dynamics, and quantitative analytics.

Developing rigorous mathematical and statistical approaches to financial modeling, market dynamics, and quantitative analytics.

Model Forecast vs Actual Market Data

Model Forecast vs Actual Market Data

Illustrative Backtesting Result Using Historical Stock Prices

Illustrative Backtesting Result Using Historical Stock Prices

Illustrative research output using anonymized historical market data.

Illustrative research output using anonymized historical market data.

This figure is provided solely to demonstrate the quantitative modeling framework and does not represent investment advice or commercial performance.

This figure is provided solely to demonstrate the quantitative modeling framework and does not represent investment advice or commercial performance.

Forecast Horizon

Next 10 Trading Days

Training Window

126 Trading Days

Validation

Rolling Window Backtesting

Model Framework

Time-Varying Stochastic Model

About

A research-focused foundation for quantitative model development.

Aurora Future Quantitative Research LLC is a research-focused company dedicated to the development and evaluation of quantitative financial models. The company combines applied mathematics, stochastic processes, statistical modeling, and computational methods to study market behavior and support future quantitative solutions.

Research Areas

Mathematics, statistics, and computation applied to financial systems.

Quantitative Financial Modeling

Stochastic Processes

Statistical Inference

Market Dynamics and Memory

Model Calibration and Validation

Machine Learning Applications

Frameworks for studying changing market dynamics and statistical dependence.

The company is developing quantitative modeling frameworks designed to study changing market dynamics, statistical dependence, and financial time-series behavior. Current work includes mathematical formulation, algorithm development, historical-data testing, parameter estimation, and model validation.

Proprietary formulas and source code are not disclosed.

Research workflow

01

Mathematical formulation

02

Algorithm development

03

Historical-data testing

04

Parameter estimation and validation

Commercial quantitative solutions are currently under development.

Commercial quantitative solutions are currently under development.

Mathematical and Statistical Modeling

Quantitative Research

Financial Data Analysis

Model Development and Backtesting

Research Documentation

Technical Collaboration

Commercial applications and services are planned following further research, validation, and business development.

PW

Founder and Research Scientist

Peipei Wang holds a Ph.D. in Applied Mathematics with a statistics focus. Her research interests include stochastic processes, quantitative finance, statistical modeling, financial time series, and computational methods.

Research inquiries and technical collaboration

Seattle, Washington

Email: gloriapeipeiwang@outlook.com

Contact by Email

Aurora Future Quantitative Research LLC

Seattle, Washington

© 2026 Aurora Future Quantitative Research LLC. All rights reserved.

© 2026 Aurora Future Quantitative Research LLC. All rights reserved.