Knowledge-driven framework for industrial robotic systems
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Manufacturing"
DOI: 10.1007/s10845-021-01826-8
Abstract: Due to their advantages, there is an increase of applying robotic systems for small batch production as well as for complex manufacturing processes. However, programming and configuring robots is time and resource consuming while being… read more here.
Keywords: robotic systems; production; driven framework; robotics ... See more keywords
Detect and charge: Machine learning based fully data-driven framework for computing overweight vehicle fee for bridges
Sign Up to like & getrecommendations! Published in 2018 at "Automation in Construction"
DOI: 10.1016/j.autcon.2018.09.007
Abstract: Abstract This study develops a fully data-driven framework for computing overweight vehicle fee that combines historical bridge data from National Bridge Inventory (NBI) and weigh-in-motion (WIM) data. In this framework, information regarding vehicle weight distribution… read more here.
Keywords: fee; driven framework; bridge; vehicle ... See more keywords
Electropolymerized Molecularly Imprinted Polymer Synthesis Guided by an Integrated Data-Driven Framework for Cortisol Detection.
Sign Up to like & getrecommendations! Published in 2022 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.2c02474
Abstract: Molecularly imprinted polymers (MIPs), often called "synthetic antibodies", are highly attractive as artificial receptors with tailored biomolecular recognition to construct biosensors. Electropolymerization is a fast and facile method to directly synthesize MIP sensing elements in… read more here.
Keywords: driven framework; synthesis parameters; molecularly imprinted; synthesis ... See more keywords
On the Prediction of Aerosol‐Cloud Interactions Within a Data‐Driven Framework
Sign Up to like & getrecommendations! Published in 2024 at "Geophysical Research Letters"
DOI: 10.1029/2024gl110757
Abstract: Aerosol‐cloud interactions (ACI) pose the largest uncertainty for climate projection. Among many challenges of understanding ACI, the question of whether ACI can be deterministically predicted has not been explicitly answered. Here we attempt to answer… read more here.
Keywords: aerosol cloud; cloud interactions; data driven; driven framework ... See more keywords
A data-driven framework for mapping domains of human neurobiology.
Sign Up to like & getrecommendations! Published in 2021 at "Nature neuroscience"
DOI: 10.1038/s41593-021-00948-9
Abstract: Functional neuroimaging has been a mainstay of human neuroscience for the past 25 years. Interpretation of functional magnetic resonance imaging (fMRI) data has often occurred within knowledge frameworks crafted by experts, which have the potential… read more here.
Keywords: driven framework; data driven; framework mapping; neurobiology ... See more keywords
A data-driven framework for evaluating maintenance crews in fertilizer manufacturing units
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-17418-y
Abstract: This study proposes a comprehensive, data-driven framework for evaluating maintenance crew performance in fertilizer manufacturing units. The framework integrates key performance indicators (KPIs), real-time monitoring, and workforce assessment to enhance operational efficiency and decision-making. Unlike… read more here.
Keywords: maintenance; time; reliability; performance ... See more keywords
A Data-driven Framework to Accelerate the Discovery of Hybrid Cathode Materials for Metal-based Batteries
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Materials Chemistry A"
DOI: 10.1039/d5ta01405k
Abstract: Selecting materials for hybrid cathodes (HCs) for batteries, which involve a combination of intercalation and conversion materials, has gained interest due to their synergistic and averaged properties, enabling enhanced energy... read more here.
Keywords: hybrid cathode; accelerate discovery; data driven; framework accelerate ... See more keywords
A Stakeholder-Driven Framework for Evaluating Surgical Site Infection Surveillance Technologies.
Sign Up to like & getrecommendations! Published in 2019 at "Surgical Infections"
DOI: 10.1089/sur.2019.146
Abstract: Abstract Background: Patients increasingly use mobile devices to send text messages and photographic data to surgeons. There is potential to harness this patient-generated health data (PGHD) for cl... read more here.
Keywords: site infection; stakeholder driven; evaluating surgical; surgical site ... See more keywords
Artificial intelligence-driven framework for discovering synthetic binding protein-like scaffolds from the entire protein universe
Sign Up to like & getrecommendations! Published in 2025 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbaf573
Abstract: Abstract Compared to traditional sequence-based methods, artificial intelligence (AI) approaches offer distinct advantages, such as significantly improved structural recognition efficiency and the ability to overcome inherent limitations of sequence alignment. Here, we introduce an AI-driven… read more here.
Keywords: artificial intelligence; like scaffolds; protein; sequence ... See more keywords
Scalable and Dynamic Cooperative Perception: A Data/Model Co-Driven Framework
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Network"
DOI: 10.1109/mnet.2024.3354209
Abstract: Cooperative perception (CP) is a key approach to ensuring reliable situation awareness of connected and autonomous vehicles (CAVs). In this article, we discuss the key challenges in terms of scalability, dynamics, and performance uncertainty for… read more here.
Keywords: model driven; data model; cooperative perception; scalable dynamic ... See more keywords
Secure Data Transmission and Trustworthiness Judgement Approaches Against Cyber-Physical Attacks in an Integrated Data-Driven Framework
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3164024
Abstract: Threats of cyberattacks have penetrated from disclosing critical user information to destroying/manipulating industrial control systems. Study on data security during network transmission has raised increasing attention in the systems and control community, which is found… read more here.
Keywords: driven framework; control; transmission; trustworthiness judgement ... See more keywords