Abhijith SivaprasadanThermal engineering & energy systems

Independent open-source research / October 2026

PathwaysHub — Auditable research operations

Research software prototype for validating IAMC-style scenario submissions, evidence-linked review records, and bounded release briefings, using synthetic fixtures and explicit integrity contracts.

Implemented source contract

The Python command-line intake verifies protocol and release identities, units, expected years and SHA-256 hashes. Corrupt inputs and unsupported I3 physical claims are rejected by design.

Demonstration evidence

Three synthetic submissions test acceptance, incompatible units and missing scenario years. A review-state ledger and status briefing are tested software components, not real scientific approvals.

Companion science project

PathwaysHub can consume versioned ResidualPathways outputs while preserving evidence scope. A reporting-coverage artifact cannot be promoted into gross emissions evidence by software.

Sources and reproducibility

What this does not establish

Research-operations prototype, not a live multi-institutional consortium. External participants, human approval, confidential-submission workflow and independent scientific review are not established.

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