Niklas Heim

According to our database, Niklas Heim authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

Surrogate-Based Differentiable Pipeline for Shape Optimization.

Andrin Rehmann, Nolan Black, Josiah Bjorgaard, Alessandro Angioi, Andrei Paleyes, Niklas Heim, Dion Häfner, Alexander Lavin

CoRR, November, 2025

Tool: Qadence: A Differentiable Interface for Digital and Analog Programs.

Dominik Seitz, Niklas Heim, João P. Moutinho, Roland Guichard, Vytautas Abramavicius, Aleksander Wennersteen, Gert-Jan Both, Anton Quelle, Caroline de Groot, Gergana V. Velikova, Vincent E. Elfving, Mario Dagrada

IEEE Softw., 2025

2024

Performant Dynamically Typed E-Graphs in Pure Julia.

Alessandro Cheli, Niklas Heim

CoRR, 2024

Qadence: a differentiable interface for digital-analog programs.

Dominik Seitz, Niklas Heim, João P. Moutinho, Roland Guichard, Vytautas Abramavicius, Aleksander Wennersteen, Gert-Jan Both, Anton Quelle, Caroline de Groot, Gergana V. Velikova, Vincent E. Elfving, Mario Dagrada

CoRR, 2024

2021

Quantum Model-Discovery.

Niklas Heim, Atiyo Ghosh, Oleksandr Kyriienko, Vincent E. Elfving

CoRR, 2021

2020

Neural Power Units.

Niklas Heim, Tomás Pevný, Václav Smídl

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Rodent: Relevance determination in ODE.

Niklas Heim, Václav Smídl, Tomás Pevný

CoRR, 2019

Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network.

Niklas Heim, James E. Avery

CoRR, 2019