41 to 50 of 2,545 Results
Oct 7, 2026 - Stochastic Simulation and Safety Research for Hydrosystems (LS3)
Scheurer, Stefania; Frenner, Riccardo; Bruennette, Tim; Oladyshkin, Sergey; Nowak, Wolfgang, 2026, "Replication Data for: Efficient Confidence Interval Computation for Physics-Aware Machine Learning of Diffusion-Sorption Models", https://doi.org/10.18419/DARUS-5967, DaRUS, V1, UNF:6:+gEES8LITw2YkntYAMuceg== [fileUNF]
Supplementary code to replicate key experiments from our paper. The code computes confidence intervals for the Finite Volume Neural Network (FINN), a physics-aware ML model that learns unknown parts of a PDE (here, the retardation function of a diffusion-sorption model). The workflow has four steps: 1. Train FINN on the observations. 2. Learn an em... |
Oct 7, 2026 - Stochastic Simulation and Safety Research for Hydrosystems (LS3)
Scheurer, Stefania; Reiser, Philipp; Bruennette, Tim; Nowak, Wolfgang; Guthke (geb. Schöniger), Anneli; Bürkner, Paul-Christian, 2026, "Replication Data for: Uncertainty-Aware Surrogate-Based Amortized Bayesian Inference (UA-SABI)", https://doi.org/10.18419/DARUS-5670, DaRUS, V1
Supplementary code to replicate key experiments from our paper. The code trains Bayesian polynomial chaos surrogates (PCE/aPC, fitted in Stan via CmdStanPy) and uses them for amortized Bayesian inference with normalizing flows (BayesFlow, JAX backend). It covers standard surrogate-based ABI (SABI) and the uncertainty-aware variant (UA-SABI), which... |
Oct 7, 2026 - Project: ChaNGe
Götz, Tobias, 2026, "Scalable Wireless EV Charging Infrastructure: $N$-Box Architecture Cost Analysis Dataset", https://doi.org/10.18419/DARUS-6323, DaRUS, V1, UNF:6:dj0Laa9lLdCUSF3SAAhcYw== [fileUNF]
This dataset contains the cost analysis results of a scaled wireless power transfer (WPT) infrastructure for EV charging with 22 kW per charging point. An infrastructure size ranging from 1 to 50 charging points a N-box architecture was evaluated for three power electronic topologies AC-AC, AC-DC, and AC-HF. All possible $m \times n = N$ combinatio... |
Oct 7, 2026 - On-Site Robotic Adhesive Bonding
Opgenorth, Nils; Menges, Achim, 2026, "Adhesive Robot: Hardware Design Resources", https://doi.org/10.18419/DARUS-6448, DaRUS, V1
This dataset contains the mechanical hardware design resources for the adhesive robot, one of two robot classes used in a multi-robot construction system for the automated on-site assembly of prefabricated cross-laminated timber (CLT) floor panels. Working together with a digitally controlled tower crane and a fleet of assembly robots, the adhesive... |
Oct 7, 2026 - On-Site Robotic Adhesive Bonding
Opgenorth, Nils; Menges, Achim, 2026, "Experimental Data on Robotic Adhesive Application and Joint Pressing", https://doi.org/10.18419/DARUS-6450, DaRUS, V1
This dataset contains the experimental and calibration data generated during the development and evaluation of the adhesive robot for the automated on-site bonding of prefabricated cross-laminated timber (CLT) floor panels. The adhesive robot is temporarily embedded at the interface between two panels, where it applies a two-component structural ad... |
Oct 7, 2026 - On-Site Robotic Adhesive Bonding
Opgenorth, Nils; Menges, Achim, 2026, "Multi-Robot Control Software for Vision-Guided, Crane-Assisted On-Site Assembly and Adhesive Bonding", https://doi.org/10.18419/DARUS-6449, DaRUS, V1
This dataset contains the control and coordination software for a multi-robot construction system for the on-site assembly of prefabricated cross-laminated timber (CLT) floor panels. The system combines a digitally controlled tower crane with two classes of compact robots that are temporarily embedded within the panels during assembly: assembly rob... |
Oct 7, 2026 - Lightweight Concrete Structures
Strahm, Benedikt, 2026, "On the Design for the Reuse of Concrete Slabs: Software Implementation for the Generation of Segments", https://doi.org/10.18419/DARUS-5580, DaRUS, V1
Software implementation in Python for design method in the PhD-Thesis "B. Strahm, Design for the Reuse of Concrete Slabs Through Optimized Segmentation and Reversible Jointing, 2026". See also the README.md for more information. Summary Currently, the design process for new structures does not prioritize reuse. Neglecting reuse as part of the initi... |
Oct 7, 2026 - B05 SFB1313
Madadi, Hamid; Steeb, Holger, 2026, "Triaxial DMA of Fractured Carrara Marble at Different Effective Pressures", https://doi.org/10.18419/DARUS-6434, DaRUS, V1
The dataset contains the results of frequency-sweep experiments performed on thermally induced microfractures in Carrara marble using triaxial dynamic mechanical analysis (DMA). The cylindrical specimen had a diameter of 30 mm and a length of 60 mm and was tested over a frequency range of 0.1-1000 Hz. The dataset is divided into two consecutive exp... |
Oct 7, 2026 - Publication: Ultra High Performance Concrete (UHPC)
Madadi, Hamid; Schiewe, Hanna; Steeb, Holger; Haist, Michael, 2026, "Micro-XRCT Dataset of road concrete within SPP 2388 Priority Programme", https://doi.org/10.18419/DARUS-5849, DaRUS, V1
The dataset contains micro X-ray computed tomography (micro-XRCT) data from three high-performance concrete (HPC) cores extracted from an existing road pavement. Each cylindrical core has a diameter of 35 mm and a length of 57 mm. The specimens are identified as HPC-MPA-01, HPC-MPA-02, and HPC-MPA-03. The measurements were performed using the modul... |
Oct 7, 2026 - Simulation Data
Zirwes, Thorsten, 2026, "DATA: Turbulent Ammonia/Hydrogen Flame-Wall Interaction", https://doi.org/10.18419/DARUS-5727, DaRUS, V1
This is the dataset of a direct numerical simulation (DNS) of an ammonia/hydrogen flame in a turbulent channel flow interacting with a wall in a side-wall quenching configuration analyzed in: Parsa Tamadonfar, Thorsten Zirwes, Aleksi Rintanen, Shervin Karimkashi, Ville Vuorinen, Andreas Kronenburg, Ossi Kaario, "Near-wall effects on pollutant forma... |
