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Dataset of channels and received IEEE 802.11ay signals for sensing applications in the 60GHz band recent views
The dataset can be used to develop and test algorithms for communication and sensing in the 60GHz band. The dataset consists of synthetically generated indoor mm-wave channels... -
Simulated Radar Waveform and RF Dataset Generator for Incumbent Signals in the 3.5 GHz CBRS Band recent views
This software tool generates simulated radar signals and creates RF datasets. The datasets can be used to develop and test detection algorithms by utilizing machine... -
QFlow 2.0: Quantum dot data for machine learning recent views
Using a modified Thomas-Fermi approximation, we model a reference semiconductor system comprising a quasi-1D nanowire with a series of five depletion gates whose voltages... -
Noise Datasets for Evaluating Deep Generative Models recent views
Synthetic training and test datasets for experiments on deep generative modeling of noise time series. Consists of data for the following noise types: 1) band-limited thermal... -
Segmentation of lipid nanoparticles from cryogenic electron microscopy images recent views
Lipid nanoparticles (LNPs) were prepared as described (https://doi.org/10.1038/s42003-021-02441-2) using the lipids DLin-KC2-DMA, DSPC, cholesterol, and PEG-DMG2000 at mol... -
Data Supporting "Seabird Tissue Archival and Monitoring Project (STAMP) Data from 1999-2010" recent views
Here we provide curated analytical chemistry data for eggs collected from 1999 to 2010 on a subset of species and analytes that were measured regularly and reasonably... -
Trojan Detection Software Challenge - nlp-summary-jan2022-train recent views
Round 9 Train DatasetThis is the training data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language... -
Trojan Detection Software Challenge - nlp-question-answering-sep2021-holdout recent views
Round 8 Holdout DatasetThis is the training data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language... -
ml_uncertainty: A Python module for estimating uncertainty in predictions of machine learning models recent views
This software is a Python module for estimating uncertainty in predictions of machine learning models. It is a Python package that calculates uncertainties in machine learning... -
Theory aware Machine Learning (TaML) recent views
A code repository and accompanying data for incorporating imperfect theory into machine learning for improved prediction and explainability. Specifically, it focuses on the case... -
ns-3 ORAN Module recent views
This module for ns-3 implements the classes required to model a network architecture based on the O-RAN Alliance's specifications. These models include a Radio Access Network... -
REMI: Resource for Materials Informatics recent views
The REsource for Materials Informatics (REMI) will host a diverse collection of scripting notebooks (Jupyter, Matlab LiveScripts, etc.) for collecting, pre-processing,... -
Trojan Detection Software Challenge - nlp-question-answering-sep2021-test recent views
Round 8 Test DatasetThis is the training data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language... -
Challenge Round 0 (Dry Run) Test Dataset recent views
This dataset was an initial test harness infrastructure test for the TrojAI program. It should not be used for research. Please use the more refined datasets generated for the... -
Optical scattering measurements and simulation data for one-dimensional (1-D) patterned periodic sub-wavelength features recent views
This data set consists of both measured and simulated optical intensities scattered off periodic line arrays, with simulations based upon an average geometric model for these... -
Nestor: a toolkit for quantifying tacit maintenance knowledge, for investigatory analysis in smart manufacturing recent views
There is often a large amount of maintenance data already available for use in Smart Manufacturing systems, but in a currently-unusable form: service tickets and maintenance... -
Active Evaluation Software for Selection of Ground Truth Labels recent views
This software repository contains a python package Aegis (Active Evaluator Germane Interactive Selector) package that allows us to evaluate machine learning systems's... -
Dark solitons in BECs dataset 2.0 recent views
Atomic Bose-Einstein condensates (BECs) are widely investigated systems that exhibit quantum phenomena on a macroscopic scale. For example, they can be manipulated to contain... -
Closed-loop Autonomous Materials Exploration and Optimization 1.0 recent views
Code and demonstration data for the paper, "On-the-fly closed-loop materials discovery via Bayesian active learning," Kusne, A.G., Yu, H., Wu, C. et al. Nat Commun 11, 5966... -
Software for Evaluating Convolutional Generative Adversarial Networks with Classical Random Process Noise Models recent views
This research software package contains Python code to execute experiments on deep generative modeling of classical random process models for noise time series. Specifically, it...