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Synapse
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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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1City-Scale Bioaerosol Response Through Federated Biological Digital Twins: An Architecture for Real-Time Threat Detection, Simulation, and Personalized Countermeasure Synthesis2026
  2. 2The role of ‘digital twins’ in the development of drugs2025
  3. 3Integration of digital twins to simulate community health scenarios and evaluate the effectiveness of public health interventions led by pharmacists2024
  4. 4Towards the Development of Digital Twin for Pharmaceutical Manufacturing2024 · 2 citations
  5. 5Utilising the digital twin for disease prevention, treatment and in silico research2026