Florian Schäfer

According to our database, Florian Schäfer authored at least 36 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fast macroscopic forcing method.

Spencer H. Bryngelson, Florian Schäfer, Jessie Liu, Ali Mani

J. Comput. Phys., February, 2024

Sparse Recovery of Elliptic Solvers from Matrix-Vector Products.

Florian Schäfer, Houman Owhadi

SIAM J. Sci. Comput., 2024

2023

A framework for AI-based self-adaptive cyber-physical process systems.

Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers

it Inf. Technol., June, 2023

Information geometric regularization of the barotropic Euler equation.

Ruijia Cao, Florian Schäfer

CoRR, 2023

Sparse Cholesky factorization by greedy conditional selection.

Stephen Huan, Joseph Guinness, Matthias Katzfuss, Houman Owhadi, Florian Schäfer

CoRR, 2023

InRank: Incremental Low-Rank Learning.

Jiawei Zhao, Yifei Zhang, Beidi Chen, Florian Schäfer, Anima Anandkumar

CoRR, 2023

Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes.

Yifan Chen, Houman Owhadi, Florian Schäfer

CoRR, 2023

Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization.

Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Schäfer, Matthias Katzfuss

CoRR, 2023

Competitive Physics Informed Networks.

Qi Zeng, Yash Kothari, Spencer H. Bryngelson, Florian Schäfer

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Benchmark Dataset for the Paper "A Hybrid Optimization Method Combining Network Expansion Planning and Switching State Optimization".

Florian Schäfer

Dataset, May, 2022

ZerO Initialization: Initializing Neural Networks with only Zeros and Ones.

Jiawei Zhao, Florian Schäfer, Anima Anandkumar

Trans. Mach. Learn. Res., 2022

Competitive Physics Informed Networks.

Qi Zeng, Spencer H. Bryngelson, Florian Schäfer

CoRR, 2022

2021

Multiscale cholesky preconditioning for ill-conditioned problems.

Jiong Chen, Florian Schäfer, Jin Huang, Mathieu Desbrun

ACM Trans. Graph., 2021

Sparse Cholesky Factorization by Kullback-Leibler Minimization.

Florian Schäfer, Matthias Katzfuss, Houman Owhadi

SIAM J. Sci. Comput., 2021

Compression, Inversion, and Approximate PCA of Dense Kernel Matrices at Near-Linear Computational Complexity.

Florian Schäfer, Timothy John Sullivan, Houman Owhadi

Multiscale Model. Simul., 2021

Polymatrix Competitive Gradient Descent.

Jeffrey Ma, Alistair Letcher, Florian Schäfer, Yuanyuan Shi, Anima Anandkumar

CoRR, 2021

ZerO Initialization: Initializing Residual Networks with only Zeros and Ones.

Jiawei Zhao, Florian Schäfer, Anima Anandkumar

CoRR, 2021

Robust Reinforcement Learning: A Constrained Game-theoretic Approach.

Jing Yu, Clement Gehring, Florian Schäfer, Animashree Anandkumar

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

Evaluating Machine Learning Models for the Fast Identification of Contingency Cases.

Florian Schäfer, Jan-Hendrik Menke, Martin Braun

CoRR, 2020

Competitive Mirror Descent.

Florian Schäfer, Anima Anandkumar, Houman Owhadi

CoRR, 2020

Comparison of Meta-Heuristics for the Planning of Meshed Power Systems.

Florian Schäfer, Jan-Hendrik Menke, Martin Braun

CoRR, 2020

Implicit competitive regularization in GANs.

Florian Schäfer, Hongkai Zheng, Animashree Anandkumar

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Multiresolution operator decomposition for flow simulation in fractured porous media.

Qingfu Zhang, Houman Owhadi, Jun Yao, Florian Schäfer, Zhaoqin Huang, Yang Li

J. Comput. Phys., 2019

A simplified and efficient particle swarm optimization algorithm considering particle diversity.

Ya Bi, Mei Xiang, Florian Schäfer, Alan Lebwohl, Cunfa Wang

Clust. Comput., 2019

Competitive Gradient Descent.

Florian Schäfer, Anima Anandkumar

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Image Extrapolation for the Time Discrete Metamorphosis Model: Existence and Applications.

Alexander Effland, Martin Rumpf, Florian Schäfer

SIAM J. Imaging Sci., 2018

Contingency Analysis of Power Systems with Artificial Neural Networks.

Florian Schäfer, Jan-Hendrik Menke, Martin Braun

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Performing a Virtual Field Test of a New Monitoring Method for Smart Power Grids.

Jan-Hendrik Menke, Florian Schäfer, Martin Braun

Proceedings of the 2018 IEEE International Conference on Communications, 2018

An efficient open-source implementation to compute the jacobian matrix for the Newton-Raphson power flow algorithm.

Florian Schäfer, Martin Braun

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

2017

Pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems.

Leon Thurner, Alexander Scheidler, Florian Schäfer, Jan-Hendrik Menke, Julian Dollichon, Friederike Meier, Steffen Meinecke, Martin Braun

CoRR, 2017

Time Discrete Extrapolation in a Riemannian Space of Images.

Alexander Effland, Martin Rumpf, Florian Schäfer

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Word importance-based similarity of documents metric (WISDM): Fast and scalable document similarity metric for analysis of scientific documents.

Viktor Botev, Kaloyan Marinov, Florian Schäfer

Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

2013

HEAP: A Highly Efficient Adaptive multi-Processor framework.

Luciano Lavagno, Mihai T. Lazarescu, Ioannis Papaefstathiou, Andreas Brokalakis, Johan Walters, Bart Kienhuis, Florian Schäfer

Microprocess. Microsystems, 2013

2012

FASTCUDA: Open Source FPGA Accelerator & Hardware-Software Codesign Toolset for CUDA Kernels.

Iakovos Mavroidis, Ioannis Mavroidis, Ioannis Papaefstathiou, Luciano Lavagno, Mihai T. Lazarescu, Eduardo de la Torre, Florian Schäfer

Proceedings of the 15th Euromicro Conference on Digital System Design, 2012

2009

The Causative Alternation.

Florian Schäfer

Lang. Linguistics Compass, 2009

Reuse of a HW/SW coverification environment during the refinement process of a functional C model down to an executable HW/SW specification.

Markus Winterholer, Florian Schäfer

Proceedings of the Forum on specification and Design Languages, 2009