94 citations · 785 across the 34 of their papers we have counts for
34 papers
Organizational Selection of Innovation
Lucas Böttcher, Ronald Klingebiel
Budgetary constraints force organizations to pursue only a subset of possible innovation projects. Identifying which subset is most promising is an error-prone exercise, and involv…
Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications
Lucas Böttcher, Gregory Wheeler
The field of neuroscience and the development of artificial neural networks (ANNs) have mutually influenced each other, drawing from and contributing to many concepts initially dev…
Control of Medical Digital Twins with Artificial Neural Networks
Lucas Böttcher, Luis L. Fonseca, Reinhard C. Laubenbacher
The objective of personalized medicine is to tailor interventions to an individual patient's unique characteristics. A key technology for this purpose involves medical digital twin…
Dynamical processes on metric networks
Lucas Böttcher, Mason A. Porter
The structure of a network has a major effect on dynamical processes on that network. Many studies of the interplay between network structure and dynamics have focused on models of…
Gradient-free training of neural ODEs for system identification and control using ensemble Kalman inversion
Lucas Böttcher
Ensemble Kalman inversion (EKI) is a sequential Monte Carlo method used to solve inverse problems within a Bayesian framework. Unlike backpropagation, EKI is a gradient-free optimi…
Impact of random and targeted disruptions on information diffusion during outbreaks
Hosein Masoomy, Tom Chou, Lucas Böttcher
Outbreaks are complex multi-scale processes that are impacted not only by cellular dynamics and the ability of pathogens to effectively reproduce and spread, but also by population…