Quantitative research firm

Frontier research that survives outside the lab.

Deep Wave Research explores how new methods, models, and ideas can reveal useful structure in complex, adaptive markets. We test emerging approaches against real market problems and keep the evidence that survives outside the lab — clear enough to act on, honest enough to challenge.

Mission

Deep Wave Research explores how new methods, models, and ideas can reveal useful structure in financial markets.

Markets are complex, adaptive, and constantly changing. That makes them difficult to understand, but also worth studying carefully. We are interested in the questions that current methods cannot answer well: where new data, new theory, and new computational tools may help explain behavior that older approaches miss.

Our mission is to experiment with these ideas rigorously. We test emerging methods against real market problems, look for evidence that survives outside the lab, and stay honest about what is measured, what is assumed, and what remains uncertain.

We do not believe edge comes from complexity alone. It comes from asking better questions, testing them carefully, and knowing when a result is useful, fragile, or incomplete.

See our research Our mission

Our approach

We experiment with new ideas rigorously.

Testing an emerging method is only worth it if the result survives outside the lab. A finding isn't finished when the number looks right; it's finished when the path to it is on the page and someone outside the work can scrutinize it. That discipline applies to every study, not just the write-up at the end.

Sample first

We pin down instruments, venues, calendars, exclusions, costs, and sampling rules before choosing a model.

Baseline always

We measure every decomposition, label, and model class against simple rules that stay interpretable.

Limits attached

We keep each result's assumptions and failure modes attached to the number itself, not hidden in an appendix.

Research

Selected work from the desk.

The work below runs across signal processing on price series, order-book microstructure and execution, factor and forecast research, macro and rates, risk-regime detection, and model governance.

Showing research

Capabilities

Where we test new methods.

We focus on questions current methods handle poorly: what a sample really contains, whether an effect survives costs and regime changes, and what a model is actually learning — where new data, theory, and computational tools add the most value.

Coverage

Where the research lands.

We work where frontier research has to become clearer insight — across portfolio, execution, risk, and market-understanding work.

Work with us

Bring us a problem you haven't been able to solve, and we'll take it to the frontier.

We bring deep expertise and purpose-built methods across signal processing, microstructure, forecasting, risk, and execution. Tell us the problem you're facing and where your current approach stops working, and we'll build a solution around it, as advanced as today's methods allow.