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April 23, 20260 citationsOpen Access

From Years to Days: How Digital Twins Could Compress Pharmaceutical Response to Bio-Threats

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NWNicolas Waern

Key Points

  • The central aim is to explore how digital twins can expedite the pharmaceutical response to biological threats.
  • Developed a framework for digital twin simulations related to pharmaceutical responses.
  • Analyzed data to measure response times under varying bio-threat scenarios.
  • Evaluated cost and efficacy of interventions using digital twins.
  • Digital twins reduced response times from years to days.
  • Enhanced accuracy of intervention strategies by utilizing real-time data.
  • Showed significant potential cost savings in pharmaceutical development.

Abstract

From Years to Days: How Digital Twins Could Compress Pharmaceutical Response to Bio-Threats

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Cite This Study

Nicolas Waern (2026) studied this question.

synapsesocial.com/papers/69e9b85585696592c86eb9d4https://doi.org/10.5281/zenodo.19683093
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