Research & Publications

Institutional science. Regulatory safety.

Institutional announcements, explainable AI methodology briefs, and computational toxicology updates from the Iterchem team.

Institutional scientific research center architecture
OCT 2026 · Institutional Grant

Iterchem secures public research & innovation funding to advance EndoXplain

Backed by FINEP, FAPEG, CNPq, and MCTI, Iterchem is advancing EndoXplain to bridge predictive computational toxicology and operational R&D decision-making.

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Research scientist conducting analytical bioassays at laboratory microscope
SEP 2026 · Methodology

Beyond black-box QSAR: Explainable AI and uncertainty in endocrine screening

Why standalone probability scores fail in regulatory toxicology—and how combining structural explainability with explicit uncertainty improves candidate triage.

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Toxicology researcher evaluating computational safety reports
AUG 2026 · Regulatory Safety

New Approach Methodologies (NAMs): Connecting predictive models to regulatory workflows

How auditable in silico toxicology supports animal-free safety substantiation across cosmetics, agrochemicals, packaging, and pharmaceutical discovery.

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