output
20142026
most citedIntegrating uncertainty in deep neural networks for MRI based stroke analysis

66 citations

8 papers

cond-mat.mtrl-sci2026★ 1 cited

Nonmonotonic Magnetic Friction from Collective Rotor Dynamics

Hongri Gu, Anton Lüders, Clemens Bechinger

Amontons' law postulates a monotonic relationship between frictional force and the normal load applied to a sliding contact. This empirical rule, however, fails in systems where in…

eess.SY2025★ 9 cited

Optimality and Suboptimality of MPPI Control in Stochastic and Deterministic Settings

Hannes Homburger, Florian Messerer, Moritz Diehl +1

Model predictive path integral (MPPI) control has recently received a lot of attention, especially in the robotics and reinforcement learning communities. This letter aims to make…

cs.RO2025★ 5 cited

Solgenia -- A Test Vessel Toward Energy-Efficient Autonomous Water Taxi Applications

Hannes Homburger, Stefan Wirtensohn, Patrick Hoher +4

Autonomous surface vessels are a promising building block of the future's transport sector and are investigated by research groups worldwide. This paper presents a comprehensive an…

eess.SP2023★ 18 cited

Bayesian Calibration of MEMS Accelerometers

Oliver Dürr, Po-Yu Fan, Zong-Xian Yin

This study aims to investigate the utilization of Bayesian techniques for the calibration of micro-electro-mechanical systems (MEMS) accelerometers. These devices have garnered sub…

stat.AP2022★ 8 cited

Deep transformation models for functional outcome prediction after acute ischemic stroke

Lisa Herzog, Lucas Kook, Andrea Götschi +6

In many medical applications, interpretable models with high prediction performance are sought. Often, those models are required to handle semi-structured data like tabular and ima…

cs.LG2022★ 29 cited

Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows

Marcel Arpogaus, Marcus Voss, Beate Sick +2

The transition to a fully renewable energy grid requires better forecasting of demand at the low-voltage level to increase efficiency and ensure reliable control. However, high flu…