Strategy research programme

Systematic strategies organised by research domains

AuroraQuantSystems operates a continuous research cycle across multiple systematic trading paradigms, with a primary focus on foreign exchange (FX) and major equity indices. Strategies progress from hypothesis definition to rolling validation and operational review before any production release is considered.

Hypothesis
Validation
Operational review
Production release
Sophie™

First production release

Sophie™ is a curated launch set of Expert Advisors engineered under consistent standards and conservative execution assumptions.

  • Covers selected examples from: Breakout, Mean Reversion, and Technical-Analysis frameworks.
  • Designed for: rule clarity, disciplined execution, and portfolio-aware deployment.
  • Distributed via: the MQL5 Community (standardised licensing and delivery).
Rule-based Risk-controlled Execution-aware

Our systematic research domains

AQS strategies are developed within research domains that reflect distinct market behaviours and execution constraints. Not all research produces a published strategy; only approaches meeting robustness criteria are promoted to production.

Ongoing research & continuous development

Rolling validation Operational realism Conservative assumptions
Hypothesis
Validation
Cross-window analysis
Operational review

AuroraQuantSystems operates a continuous research programme across multiple systematic trading paradigms. Strategies progress from hypothesis formulation through rolling validation, cross-window analysis, and operational review before any production release is considered.

Research is conducted primarily across liquid FX pairs and major equity indices to ensure sufficient depth, execution quality, and operational realism.

Research and validation are intentionally conducted under conservative execution assumptions, including high-spread environments, to reduce reliance on idealised backtest conditions.

Not all research results in a published strategy. Only approaches meeting predefined robustness, execution, and risk criteria are promoted to production.

1) Breakout

Designed to capture volatility expansion following statistically identifiable consolidation phases, with filters for regime, session, spread, and execution constraints.

Volatility expansion Compression → release Execution filters

2) Mean reversion

Built to exploit temporary price dislocations relative to dynamic or structural reference levels, with controlled exits and adverse-condition handling.

Deviation control Range behaviour Risk-managed exits

3) Overnight carry

Research into systematic overnight exposure where carry, rollover dynamics, or time-of-day effects may be present. Deployment is conditional on robust validation and operational suitability.

Rollover effects Overnight exposure Time-of-day

4) Scalping

Short-horizon strategies designed for controlled exposure where execution quality is critical. Research focuses on strict constraints, spread sensitivity, and operational safety.

Short holding Execution-sensitive Strict controls

5) Technical-analysis–based frameworks

Technical indicators are used as components in structured decision frameworks (not as standalone signals), with multi-condition confirmation and execution safeguards.

Multi-condition logic Indicator components Confirmation

6) Trend-focused

Strategies designed to align exposure with directional persistence while managing adverse regimes. Research emphasises filtering, stability, and disciplined exits.

Directional regimes Filtering Disciplined exits

7) Time-based

Research into recurring temporal structure (hour-of-day, day-of-week, session effects) where market behaviour exhibits statistically observable patterns. Validation is performed with robust out-of-sample workflows.

Session effects Temporal structure Out-of-sample validation

Sophie™ launch batch

The first production set emerging from our research programme. Click an EA to view its dedicated page.

AQS Support Resistance BreakOut PRO

AQS-SupportResistanceBreakOut PRO

Breakout framework around structured support/resistance with execution safeguards.

AQS Synthetic BreakOut PRO

AQS-SyntheticBreakOut PRO

Synthetic breakout signal built from multi-condition confirmation logic.

AQS Candle Pulse Pattern Basket PRO

AQS-CandlePulsePatternBasket

Entries defined on repeated patterns across different market regimes.

AQS Daily Pivot Basket PRO

AQS-DailyPivotBasket

Daily pivot level framework with controlled windows and defined reactions.

AQS HMA Trend PRO

AQS-HMATrendPro

Trend-following structure using HMA smoothing with disciplined exits.

AQS Linear Regression Mean Reversion PRO

AQS-LinRegMeanReversion

Mean reversion using linear regression anchoring and deviation control.

Telegram & community

Follow AuroraQuantSystems for research updates, methodology notes, and production releases.