Sven Krippendorf

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond scaling curves: internal dynamics of neural networks through the NTK lens.
Mach. Learn. Sci. Technol.
Konstantin Nikolaou, Sven Krippendorf, Samuel Tovey, Christian Holm
2026 J jnl
Physics as Code: From Scans to Theorems with ITP APIs in SU(5) Model Building.
CoRR
Sven Krippendorf, Joseph Tooby-Smith
2025 J jnl
Beyond Scaling Curves: Internal Dynamics of Neural Networks Through the NTK Lens.
CoRR
Konstantin Nikolaou, Sven Krippendorf, Samuel Tovey, Christian Holm
2025 J jnl
Collective variables of neural networks: empirical time evolution and scaling laws.
Mach. Learn. Sci. Technol.
Samuel Tovey, Sven Krippendorf, Michael Spannowsky, Konstantin Nikolaou, Christian Holm
2025 J jnl
Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery.
CoRR
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
2024 J jnl
Collective variables of neural networks: empirical time evolution and scaling laws.
CoRR
Samuel Tovey, Sven Krippendorf, Michael Spannowsky, Konstantin Nikolaou, Christian Holm
2023 J jnl
CYJAX: A package for Calabi-Yau metrics with JAX.
Mach. Learn. Sci. Technol.
Mathis Gerdes, Sven Krippendorf
2023 J jnl
Towards a Phenomenological Understanding of Neural Networks: Data.
CoRR
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
2023 J jnl
Towards a phenomenological understanding of neural networks: data.
Mach. Learn. Sci. Technol.
Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm
2022 J jnl
A duality connecting neural network and cosmological dynamics.
CoRR
Sven Krippendorf, Michael Spannowsky
2022 J jnl
A duality connecting neural network and cosmological dynamics.
Mach. Learn. Sci. Technol.
Sven Krippendorf, Michael Spannowsky
2021 J jnl
Detecting symmetries with neural networks.
Mach. Learn. Sci. Technol.
Sven Krippendorf, Marc Syvaeri
2021 J jnl
Improving Simulations with Symmetry Control Neural Networks.
CoRR
Marc Syvaeri, Sven Krippendorf
2020 J jnl
Connecting Dualities and Machine Learning.
CoRR
Philip Betzler, Sven Krippendorf
2020 J jnl
Detecting Symmetries with Neural Networks.
CoRR
Sven Krippendorf, Marc Syvaeri
2018 J jnl
GANs for generating EFT models.
CoRR
Harold Erbin, Sven Krippendorf