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Reference Programmes

See how LargeQuant turns a quantitative problem into an operating programme.

Explore programme architectures for materials discovery, industrial optimisation, financial modelling, computational drug discovery and institutional benchmark evidence. Each programme shows the workflow, quantitative components, integration points and decision outputs.

Materials Discovery

Decide what deserves the next calculation or experiment.

Explore large composition and process spaces with surrogate models, multi-fidelity evidence, high-fidelity simulation and a closed loop between computation and measurement.

8 workflow stages6 core components
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Industrial Engineering

Optimise the operating point before changing the physical system.

Connect digital twins, calibrated simulation, surrogate models, uncertainty budgets and reliability criteria so design and operating changes can be evaluated before physical execution.

8 workflow stages6 core components
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Financial Services

Move from a forecast to a governed quantitative decision.

Bring time-series modelling, simulation, optimisation, benchmark evidence, uncertainty and reproducibility into one research and decision workflow.

8 workflow stages6 core components
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Drug Discovery

Use computation to decide what deserves synthesis and assay.

Coordinate targets, molecular candidates, QSAR, docking, developability screening, synthesis planning and measured assay evidence in a single iterative discovery programme.

8 workflow stages6 core components
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Benchmark & Evidence

Make quantitative claims inspectable across institutional boundaries.

Turn benchmark results into signed scorecards, evidence exports, public publications and institution-linked provenance without collapsing unrelated domains into a meaningless universal ranking.

8 workflow stages6 core components
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The common operating model

Different domains, one disciplined quantitative loop.

The models and measurements change by industry. The operating discipline does not: define the objective, connect the right numerical authorities, execute, quantify uncertainty, preserve evidence and use the result to determine the next action.

OBJECTIVEMODELEXECUTEEVIDENCEDECIDE