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 developing new drugs. Deep learning (DL) …

Impact of industry 4.0 on sustainability—bibliometric literature review

K Ejsmont, B Gladysz, A Kluczek - Sustainability, 2020 - mdpi.com
Nowadays, sustainability and Industry 4.0 (I4. 0) are trending concepts used in the literature
on industrial processes. Industry 4.0 has been mainly addressed by the current literature …

Applying Industry 4.0 technologies in the COVID–19 sustainable chains

C Acioli, A Scavarda, A Reis - International Journal of Productivity and …, 2021 - emerald.com
Purpose The purpose of this paper is 1) to investigate the effects on the crucial Industry 4.0
technological innovations that interact between the real and virtual worlds and that are …

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 …

Organizational agility in industry 4.0: A systematic literature review

B Mrugalska, J Ahmed - Sustainability, 2021 - mdpi.com
Agility is the dynamic capability of an organization which helps it to manage a change and
uncertainties in the environment. The purpose of this research is to review the literature from …

The interplay of emerging technologies in pharmaceutical supply chain performance: An empirical investigation for the rise of Pharma 4.0

E Saha, P Rathore, R Parida, NP Rana - Technological Forecasting and …, 2022 - Elsevier
The impact and the relevance of the emerging technologies on the supply chains have
attracted researchers and practitioners alike worldwide. Based on the resource-based view …

Moving towards industry 5.0 in the pharmaceutical manufacturing sector: Challenges and solutions for Germany

M Sharma, R Sehrawat, S Luthra… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Emergence of industry 5.0 facilitates real-time synchronisation of production processes,
which helps with the production of customized products. Although industry 5.0 can …

[HTML][HTML] An integrated outlook of Cyber–Physical Systems for Industry 4.0: Topical practices, architecture, and applications

M Javaid, A Haleem, RP Singh, R Suman - Green Technologies and …, 2023 - Elsevier
Industry 4.0 requires a strong understanding of Cyber–Physical Systems (CPS). An Industry
4.0-enabled manufacturing environment that offers real-time data gathering, transparency …

Technology outlook for real‐time quality attribute and process parameter monitoring in biopharmaceutical development—A review

DP Wasalathanthri, MS Rehmann… - Biotechnology and …, 2020 - Wiley Online Library
Real‐time monitoring of bioprocesses by the integration of analytics at critical unit
operations is one of the paramount necessities for quality by design manufacturing and real …

A comprehensive study on Industry 4.0 in the pharmaceutical industry for sustainable development

D Sharma, P Patel, M Shah - Environmental Science and Pollution …, 2023 - Springer
The four evolutionary stages have brought us to Industry 4.0. Industry 4.0 is nothing but the
4th Industrial Revolution which will change the production processes. The implementation of …