NEXUS Research Initiative / Research portfolio

NEXUSResearch portfolio

NEXUS is an independent research initiative where Nischit Girish Kumar builds, tests and publishes data-driven research systems.

Each project has its own question and identity. PHANTOM is the first completed release. VERITAS is in development, with ORBIT to follow.

Projects under NEXUS

One completed public release. Two future chapters.

PROJECT 01 / PHANTOMCompleted · Public research release

Listening together.
Understanding the limits.

PHANTOM looks for groups whose listening activity moves together in unusual ways. It reconstructs the listeners and music involved for review, but cannot establish why a pattern happened.

Explore PHANTOM

02 / VERITASIn development

A new research
chapter is taking shape.

VERITAS is the next project in the NEXUS research series. Its research scope, methods and findings will be shared when ready.

Project preview only. No scientific results announced.

03 / ORBITFuture project

ORBIT

A future project in the NEXUS research series. More details to come.

Project preview only. No scientific results announced.

Reading the research

Start with the story.
Go as deep as you need.

Understand PHANTOM ↗The problem, the approach, the findings and their limits Explore the synthetic demo ↗A read-only illustration using historical synthetic examples Read the papers ↗Methods, results, limitations and the public release materials

NEXUSResearch portfolio

Projects under NEXUS

Listening together.Understanding the limits.

A new researchchapter is taking shape.

ORBIT

Start with the story.Go as deep as you need.

Listening together.
Understanding the limits.

A new research
chapter is taking shape.

Start with the story.
Go as deep as you need.