Deep learning in drug discovery: an integrative review and future challenges

H Askr, E Elgeldawi, H Aboul Ella… - Artificial Intelligence …, 2023 - Springer
Recently, using artificial intelligence (AI) in drug discovery has received much attention
since it significantly shortens the time and cost of develo** new drugs. Deep learning (DL) …

Digital twins in pharmaceutical and biopharmaceutical manufacturing: a literature review

Y Chen, O Yang, C Sampat, P Bhalode… - Processes, 2020 - mdpi.com
The development and application of emerging technologies of Industry 4.0 enable the
realization of digital twins (DT), which facilitates the transformation of the manufacturing …

Integrated digital twin and blockchain framework to support accountable information sharing in construction projects

D Lee, SH Lee, N Masoud, MS Krishnan… - Automation in construction, 2021 - Elsevier
Efficient collaboration among various stakeholders is important for the successful completion
of a construction project. However, stakeholders in construction are fragmented, which in …

Field-synchronized digital twin framework for production scheduling with uncertainty

E Negri, V Pandhare, L Cattaneo, J Singh… - Journal of Intelligent …, 2021 - Springer
Research on scheduling problems is an evergreen challenge for industrial engineers. The
growth of digital technologies opens the possibility to collect and analyze great amount of …

A digital twin-based approach for optimizing operation energy consumption at automated container terminals

Y Gao, D Chang, CH Chen - Journal of Cleaner Production, 2023 - Elsevier
The sustainable development of port operation management is strongly related to the
energy consumption of production at automated container terminals (ACTs). This paper …

Decision support in productive processes through DES and ABS in the Digital Twin era: a systematic literature review

CH dos Santos, JAB Montevechi… - … Journal of Production …, 2022 - Taylor & Francis
The use of simulation to support decision-making in productive processes (goods and
services) is already an established research field. However, with the availability of solutions …

[HTML][HTML] Developments of digital twin technologies in industrial, smart city and healthcare sectors: A survey

D Yang, HR Karimi, O Kaynak, S Yin - Complex Engineering …, 2021 - oaepublish.com
Digitization and digitalization have already changed our world significantly. Further
disruptions are imminent with the ongoing digital transformation, a major component of …

A middleware platform for intelligent automation: An industrial prototype implementation

T Coito, MSE Martins, JL Viegas, B Firme… - Computers in …, 2020 - Elsevier
The development of dynamic data-based Decision Support Systems (DSSs) along with the
increasing availability of data in the industry, makes real-time data acquisition and …

[HTML][HTML] A digital twin framework development for apparel manufacturing industry

MD Alam, G Kabir, S Mirmohammadsadeghi - Decision Analytics Journal, 2023 - Elsevier
The apparel manufacturing industry faces challenges due to fast-changing fashion trends,
increased product variety, and personalized demands. Quick and optimized decision …

Empowering Digital Twin for Industry 4.0 using metaheuristic optimization algorithms: case study PCB drilling optimization

D Balderas, A Ortiz, E Méndez, P Ponce… - The International Journal …, 2021 - Springer
The fourth industrial revolution, Industry 4.0, has been characterized by novel concepts
introduction in manufacturing systems that enable smart factories with vertically and …