Moritz Waldmann
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View article: Metabolomic liquid biopsy dynamics predict early-stage HCC and actionable candidates of human hepatocarcinogenesis
Metabolomic liquid biopsy dynamics predict early-stage HCC and actionable candidates of human hepatocarcinogenesis Open
Deregulated cellular metabolism is a hallmark of cancer. In smaller studies, circulating metabolite profiles have been associated with HCC, although mainly in the context of fatty liver disease. Translation strategies for primary preventio…
View article: Analysis of polyphosphate in mammalian cells and tissues: methods, functions and challenges
Analysis of polyphosphate in mammalian cells and tissues: methods, functions and challenges Open
Polyphosphates play a crucial role in various biological processes, such as blood coagulation, energy homeostasis, and cellular stress response. However, their isolation, detection, and quantification present significant challenges. These …
View article: An Update on Polyphosphate In Vivo Activities
An Update on Polyphosphate In Vivo Activities Open
Polyphosphate (polyP) is an evolutionary ancient inorganic molecule widespread in biology, exerting a broad range of biological activities. The intracellular polymer serves as an energy storage pool and phosphate/calcium ion reservoir with…
View article: Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning Open
Septoplasty and turbinectomy are among the most common interventions in the field of rhinology. Their constantly debated success rates and the lack of quantitative flow data of the entire nasal airway for planning the surgery necessitate m…
View article: Correction to: Machine-Learning-Based Control of Perturbed and Heated Channel Flows
Correction to: Machine-Learning-Based Control of Perturbed and Heated Channel Flows Open
Chapter “Machine-Learning-Based Control of Perturbed and Heated Channel Flows” was previously published non-open access. It has now been changed to open access under a CC BY 4.0 license and the copyright holder updated to ‘The Author(s)’.
View article: A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows
A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows Open
Many simulation workflows require to prepare the data for the simulation manually. This is time consuming and leads to a massive bottleneck when a large number of numerical simulations is requested. This bottleneck can be overcome by an au…
View article: Machine-Learning-Based Control of Perturbed and Heated Channel Flows
Machine-Learning-Based Control of Perturbed and Heated Channel Flows Open
A reinforcement learning algorithm is coupled to a thermal lattice-Boltzmann method to control flow through a two-dimensional heated channel narrowed by a bump. The algorithm is allowed to change the disturbance factor of the bump and rece…