Sven Krippendorf

According to our database, Sven Krippendorf authored at least 9 papers between 2018 and 2025.

Collaborative distances:

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

2025

Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery.

Licong Xu, Milind Sarkar, Anto I. Lonappan, Íñigo Zubeldia, Pablo Villanueva-Domingo, Santiago Casas, Christian Fidler, Chetana Amancharla, Ujjwal Tiwari, Adrian E. Bayer, Chadi Ait Ekioui, Miles D. Cranmer, Adrian Dimitrov, James Fergusson, Kahaan Gandhi, Sven Krippendorf, Andrew Laverick, Julien Lesgourgues, Antony Lewis, Thomas Meier, Blake Sherwin, Kristen Surrao, Francisco Villaescusa-Navarro, Chi Wang, Xueqing Xu, Boris Bolliet

CoRR, July, 2025

Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens.

Konstantin Nikolaou, Sven Krippendorf, Samuel Tovey, Christian Holm

CoRR, July, 2025

2024

Collective variables of neural networks: empirical time evolution and scaling laws.

Samuel Tovey, Sven Krippendorf, Michael Spannowsky, Konstantin Nikolaou, Christian Holm

CoRR, 2024

2023

Towards a phenomenological understanding of neural networks: data.

Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm

Mach. Learn. Sci. Technol., September, 2023

2022

A duality connecting neural network and cosmological dynamics.

Sven Krippendorf, Michael Spannowsky

Mach. Learn. Sci. Technol., 2022

2021

Detecting symmetries with neural networks.

Sven Krippendorf, Marc Syvaeri

Mach. Learn. Sci. Technol., 2021

Improving Simulations with Symmetry Control Neural Networks.

Marc Syvaeri, Sven Krippendorf

CoRR, 2021

2020

Connecting Dualities and Machine Learning.

Philip Betzler, Sven Krippendorf

CoRR, 2020

2018

GANs for generating EFT models.

Harold Erbin, Sven Krippendorf

CoRR, 2018