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LB

Lucas Böttcher

Professor · Frankfurt School

hessian.AI
Artificial neural networkBiomedicineMachine learningData scienceMathematical optimizationStochastic differential equation
10
papers in the register
126
works on openalex
21
h-index
1,349
citations
35
i10-index
sourced · openalex bibliometrics

papers in the register

  1. Control of medical digital twins with artificial neural networks
    Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2025
    Computer scienceBiomedicineArtificial neural networkArtificial intelligence
  2. Reconstructing Noisy Gene Regulation Dynamics Using Extrinsic-Noise-Driven Neural Stochastic Differential Equations
    bioRxiv (Cold Spring Harbor Laboratory) · 2025
    Stochastic differential equationDynamics (music)Noise (video)Stochastic dynamics
  3. Optimal control of agent-based models via surrogate modeling
    PLoS Computational Biology · 2025
    OdeOrdinary differential equationBiomedicineComputer science
  4. Efficient portfolio selection through preference aggregation with Quicksort and the Bradley–Terry model
    Journal of Computational Science · 2025
    Pairwise comparisonComputer scienceQuicksortPortfolio
  5. idinn: A Python Package for Inventory-Dynamics Control with Neural Networks
    The Journal of Open Source Software · 2025
    Python (programming language)R packageComputer scienceArtificial neural network
  6. Reconstructing noisy gene regulation dynamics using extrinsic-noise-driven neural stochastic differential equations
    PLoS Computational Biology · 2025
    Computer scienceDynamics (music)Biological systemPopulation
  7. Surrogate modeling and control of medical digital twins.
    PubMed · 2024
    Control (management)Computer science
  8. Organizational Selection of Innovation
    Organization Science · 2024
    Selection (genetic algorithm)Knowledge managementBusinessIndustrial organization
  9. Complex networks with complex weights
    Physical review. E · 2024
    Complex networkNode (physics)Complex systemComputer science
  10. Control of Medical Digital Twins with Artificial Neural Networks
    bioRxiv (Cold Spring Harbor Laboratory) · 2024
    Computer scienceBiomedicineArtificial intelligenceArtificial neural network

Profile built from publicly available sources (OpenAlex, arXiv; origin per Art. 14 GDPR). Corrections or removal · aisr@hessian.ai