DR-NTU (Data) (Nanyang Technological University)
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Replication Data for: Biocompatible Solid-State Ion-sensitive Organic Electrochemical Transistor for Physiological Multi-ions Sensing
Wearable bioelectronic sensors have gained tremendous prominence and applicability in healthcare
technologies as they offer an alternative to traditional clinical testing and health monitoring. However,
many challenges must be overcome for off-site and point-of-care commercial applications, including
sensitivity, selectivity, multiple analyte detection, sample procurement technique, invasiveness,
biocompatibility, and accurate real-time sensing. Specifically, a wearable sweat-based diagnostic
biosensing platform offers a non-invasive way for rapid and real-time monitoring of various
physiological biomarkers. This work develops a flexible solid-state organic electrochemical transistor
with an extended sensing node for multi-ions sensing in the physiological range with high selectivity,
fast response, and superior sensitivity. The solid-contact architecture is implemented for easy sample
handling, processability, device miniaturization, and flexibility. For the first time, multiplexed ions
(Na+, K+, Ca2+) sensing with the integration of ion-selective membranes and biocompatible
semiconducting channel in an extended gate-solid-state organic electrochemical transistor (ExGSSOECT)
is presented. The integrated ExG-SSOECT device platform exhibited improved performance
amongst the available wearable sensors and offers great potential to be a suitable biochemical sensor in
wearable bioelectronics
Raw files for LC MS MS
Raw files, run logs for LC MS MS. Proteome discoverer results and search consensus/processing logs
Replication Data for: An efficient gustavson-based sparse matrix-matrix multiplication accelerator on embedded FPGAs
The code for the paper entitled An efficient gustavson-based sparse matrix-matrix multiplication accelerator on embedded FPGAs
Replication Data for: Coastal response to Holocene sea-level change: a case study from Singapore
Supplementary data files for the paper Coastal response to Holocene sea-level change: a case study from Singapore'' for submission to Marine Geology
Replication Data for: On-chip topological beamformer for multi-link terahertz 6G to XG wireless
This dataset contains all the data used in the paper, titled 'On-chip topological beamformer for multi-link terahertz 6G to XG wireless'
Mapping Drugs in Han Dynasty Excavated Texts
Correlation of the drug names appearing in four Han Dynasty excavated text with the Historical GIS data for those drugs, as geo-located in the fifth-cenutry 本草經集注.
These data forms the back bone for maps published in the article "Mapping the Bencao" in Asian Medicine, 2023
as well as for the interactive Tableau map, titled "Mapping Drugs in Han Dynasty Excavated Texts"
https://public.tableau.com/app/profile/dr.michael.stanley.baker/viz/MappingDrugsinHanDynastyExcavatedTexts/Terrai
CWRU Domain Generalization Version
The Case Western Reserve University
(CWRU) is a widely adopted dataset for rolling bearing elements
(Smith and Randall 2015). Accelerometer sensors
were deployed at both the drive-end and fan-end of the
housing motors. Vibration signals were collected with 12
KHz sampling rate under eight different operating conditions.
Particularly, we have four different operating conditions
with different loading torques collected from the drive end,
denoted as domain A, B, C, and D. Similarly, we have
other four operating conditions collected from the fan-end of
the motor, denoted as domain F, G, H, and I. For each operating
condition, there is one healthy state and three faulty
states, namely, inner fault (IF), outer fault (OF), and bearing
fault (BF). Each faulty state has three levels of severity
with dimensions of 7, 14, 21 mil. In total, we have 10 classes
with 1 healthy class and 9 faulty classes. To prepare the data
for our experiments, we partitioned the sensor readings into
smaller samples using sliding windows with a fixed length
of 4,096 and the shifting step of 290, which is widely used
in previous studies (Zhang et al. 2017; Ragab et al. 2021).
Overall, we can generate 4,000 samples for each domain
Replication Data for: Dams in the Mekong: A comprehensive database, spatiotemporal distribution, and hydropower potentials
This dataset is a comprehensive open-access database of 1,055 georeferenced dams in the Mekong basin, with detailed dam attributes such as dam status, dam height, reservoir volume, and dam capacity. The dams are compiled from 18 databases (six global, five regional, and seven national), validated using satellite imagery in Google Earth, and supplemented with information from public literature (reports, research papers, news articles, and websites). Additional attributes including dam elevation and dam catchment area are added through GIS analysis. The dataset also contains five files for spatiotemporal analysis, with each file corresponding to the dams in each decade from the 1980s to post-2020s. Post-2020s includes dams that began operation in 2020 or later, dams under construction, and planned dams with available information. All files are in comma-separated values (CSV) format
Injection-induced fracture instability
Analyzed data for injection-induced fracture instabilit