activity
20172024
most citedFinding hidden-feature depending laws inside a data set and classifying it using Neural Network

8 citations · 14 across the 4 of their papers we have counts for

collaborators

6 papers

math.NA2024

Global Solver based on the Sperner-Lemma and Mazurkewicz-Knaster-Kuratowski-Lemma based proof of the Brouwer Fixed-Point Theorem

Thilo Moshagen

In this paper a fixed-point solver for mappings from a Simplex into itself that is gradient-free, global and requires function evaluations for halvening the error is presented,…

cs.LG2021★ 8 cited

Finding hidden-feature depending laws inside a data set and classifying it using Neural Network

Thilo Moshagen, Nihal Acharya Adde, Ajay Navilarekal Rajgopal

The logcosh loss function for neural networks has been developed to combine the advantage of the absolute error loss function of not overweighting outliers with the advantage of th…

cs.LG2020★ 1 cited

Classification based on invisible features and thereby finding the effect of tuberculosis vaccine on COVID-19

Nihal Acharya Adde, Thilo Moshagen

In the case of clustered data, an artificial neural network with logcosh loss function learns the bigger cluster rather than the mean of the two. Even more so, the ANN when used fo…

math.NA2017

On meeting Energy Balance Errors in Cosimulations

Thilo Moshagen

In engineering, it is a common desire to couple existing simulation tools together into one big system by passing information from subsystems as parameters into the subsystems unde…

math.NA2017

Convergence of explicitly coupled Simulation Tools (Cosimulations)

Thilo Moshagen

In engineering, it is a common desire to couple existing simulation tools together into one big system by passing information from subsystems as parameters into the subsystems unde…

cs.CE2017★ 5 cited

Treating Smoothness and Balance during Data Exchange in Explicit Simulator Coupling or Cosimulation

Dirk Scharff, Thilo Moshagen, Jaroslav Vondřejc

Cosimulation methods allow combination of simulation tools of physical systems running in parallel to act as a single simulation environment for a big system. As data is passed acr…