Jannik Philipp Roth

According to our database, Jannik Philipp Roth authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2025

Unraveling learning characteristics of transformer models for molecular design.

Jannik Philipp Roth, Jürgen Bajorath

Patterns, 2025

2024

Code for: Alternative Kernel Functions in Support Vector Machine Models Lead to Distinct Shapley Value Explanations of Compound Predictions that Decouple Feature Attribution and Model Interpretation.

Jannik Philipp Roth, Jürgen Bajorath

Dataset, June, 2024

Code for: Relationship between prediction accuracy and uncertainty in compound potency prediction using deep neural networks and control models.

Jannik Philipp Roth, Jürgen Bajorath

Dataset, March, 2024