Sven Krippendorf

According to our database, Sven Krippendorf authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

Spectral Reach: Understanding Neural Scaling as Progress into the Spectral Tail.

Konstantin Nikolaou, Jonas Scheunemann, Sven Krippendorf, Samuel Tovey, Christian Holm

CoRR, May, 2026

Physics as Code: From Scans to Theorems with ITP APIs in SU(5) Model Building.

Sven Krippendorf, Joseph Tooby-Smith

CoRR, March, 2026

Beyond scaling curves: internal dynamics of neural networks through the NTK lens.

Konstantin Nikolaou, Sven Krippendorf, Samuel Tovey, Christian Holm

Mach. Learn. Sci. Technol., 2026

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

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

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

Mach. Learn. Sci. Technol., 2025

2023

Towards a phenomenological understanding of neural networks: data.

Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm

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

CYJAX: A package for Calabi-Yau metrics with JAX.

Mathis Gerdes, Sven Krippendorf

Mach. Learn. Sci. Technol., June, 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