Simone Gramsch

According to our database, Simone Gramsch authored at least 8 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Machine Learning-Augmented Boundary Value Problem Solvers for Optimizing Melt Spinning Processes.

Viny Saajan Victor, Manuel Ettmüller, Andre Schmeißer, Heike Leitte, Simone Gramsch

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2024

Machine Learning Based Optimization Workflow for Tuning Numerical Settings of Differential Equation Solvers for Boundary Value Problems.

Viny Saajan Victor, Manuel Ettmüller, Andre Schmeißer, Heike Leitte, Simone Gramsch

CoRR, 2024

Machine learning-based optimization workflow of the homogeneity of spunbond nonwovens with human validation.

Viny Saajan Victor, Andre Schmeißer, Heike Leitte, Simone Gramsch

CoRR, 2024

Machine Learning Optimized Approach for Parameter Selection in MESHFREE Simulations.

Paulami Banerjee, Mohan Padmanabha, Chaitanya Sanghavi, Isabel Michel, Simone Gramsch

CoRR, 2024

Informed Machine Learning for Optimizing Melt Spinning Processes.

Viny Saajan Victor, Manuel Ettmüller, Andre Schmeißer, Heike Leitte, Simone Gramsch

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

2022

Visual Parameter Space Analysis for Optimizing the Quality of Industrial Nonwovens.

Viny Saajan Victor, Andre Schmeißer, Heike Leitte, Simone Gramsch

IEEE Computer Graphics and Applications, 2022

2019

Analysis of the fiber laydown quality in spunbond processes with simulation experiments evaluated by blocked neural networks.

Simone Gramsch, Alex Sarishvili, Andre Schmeißer

CoRR, 2019

2017

Ensight4Matlab: read, process, and write files in EnSight® Gold format from C++ or MATLAB®.

Andre Schmeißer, Daniel Burkhart, Dominik Linn, Johannes Schnebele, Manuel Ettmüller, Simone Gramsch, Walter Arne

J. Open Source Softw., 2017