Technological innovations in makeup manufacturing: Focus on formulation and development, sustainability, and artificial intelligence
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Dyeing and Modifying Textile Fibers · Skin Protection and Aging · Textile materials and evaluations
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (100+)
Show source-provided references
1. Abe · 2017 · 101
2. Camouflage and makeup preparations10.1016/S0738-081X(01)00180-8 ↗
3. Iwata · 2012
4. Exploratory analysis of global cosmetic industry: major players, technology and market trends10.1016/j.technovation.2004.07.003 ↗
5. Discovering the composition of ancient cosmetics and remedies: Analytical techniques and materials10.1007/s00216-011-5112-2 ↗
6. Formulation in Surfactant Systems: From-Winsor-to-HLDN10.3390/encyclopedia2020054 ↗
7. Knowlton · 1993
8. The new challenge of green cosmetics: natural food ingredients for cosmetic formulations10.3390/molecules26133921 ↗
9. Benson · 2019
10. Dreher · 2022
11. Promoting health and sustainability: exploring safer alternatives in cosmetics and regulatory perspectives
12. Dual drug co-encapsulation into liposomes and liposome-derived nanosystems for improved synergistic treatment of skin diseases
13. Makeover of the makeup industry – Towards digitalization of the cosmetics industry
14. Industry 4.0 in cosmetic companies10.32010/26166127.2021.4.2.135.154 ↗
15. Industry 4.0 for pharmaceutical manufacturing: preparing for the smart factories of the future10.1016/j.ijpharm.2021.120554 ↗
16. The impact of the beauty industry on the economic growth at the European Union Level10.2478/picbe-2023-0045 ↗
17. SPOT: a strategic life-cycle-assessment-based methodology and tool for cosmetic product eco-design
18. Boosting beauty in an economic decline: mating, spending, and the lipstick effect10.1037/a0028657 ↗
19. Cosmeceuticals: a newly expanding industry in South Africa10.3390/cosmetics9040077 ↗
20. Weaver
21. Surfactants produced from carbohydrate derivatives. A review of the biobased building blocks used in their synthesis10.1002/jsde.12581 ↗
22. Food packaging and sustainability – Consumer perception vs. correlated scientific facts: A review10.1016/j.jclepro.2021.126733 ↗
23. Logistics technology forecasting framework using patent analysis for technology roadmap10.3390/su14095430 ↗
24. Health
25. Propolis-loaded niosomes for dermopharmaceutic and cosmetic applications: development, stability, safety, and in vitro bioactivity studies10.1021/acsptsci.5c00253 ↗
26. Water sustainability: A waterless life cycle for cosmetic products10.1016/j.spc.2022.04.008 ↗
27. Advancing cosmetic sustainability: upcycling for a circular product life cycle10.3390/su17135738 ↗
28. Rähse · 2019
29. Industry 5.0 competence model for production companies10.1016/j.procir.2024.12.002 ↗
30. Implications of using Industry 4.0 base technologies for lean and agile supply chains and performance10.1016/j.ijpe.2023.108916 ↗
31. Baki · 2022
32. Progressing Towards the Sustainable Development of Cream Formulations
33. Gilchrist · 2022
34. Tadros · 2016
35. Schneider · 2001
36. Advances in emulsion stability: a review on mechanisms, role of emulsifiers, and applications in food
37. Lipsticks history, formulations, and production: a narrative review10.3390/cosmetics9010025 ↗
38. Strategy for the development of a new stick formula without microplastics
39. Strategy for the development of a new lipstick formula10.3390/cosmetics8040105 ↗
40. Preparation and characterization of UV curable-encapsulated phthalocyanine blue pigment10.1016/j.porgcoat.2015.02.007 ↗
41. A Review on the Mechanism of Pigment Dispersion10.1080/01932691.2017.1406367 ↗
42. Discoloration of liquid foundation across the shade color diversity10.1038/s41598-025-18770-9 ↗
43. Draelos · 2011
44. A sustainable life cycle for cosmetics: from design and development to post-use phase
45. Kassim · 2020 · 15
46. Sustainability paradigm in the cosmetics industry: state of the art
47. Sustainability by reduced energy consumption during manufacturing: the case of cosmetic emulsions10.3390/cosmetics10050132 ↗
48. Improving Pharmaceutical Product Development and Manufacturing: Impact on Cost of Drug Development and Cost of Goods Sold of Pharmaceuticals10.1007/s12247-008-9043-1 ↗
49. Nanomaterials in Cosmetics: Recent Updates10.3390/nano10050979 ↗
50. Critical review on the toxicity of some widely used engineered nanoparticles10.1021/acs.iecr.5b01610 ↗
51. Nanomaterials in cosmetics: an outlook for european regulatory requirements and a step forward in sustainability
52. 2025
53. Diving into batch-to-batch variability of topical products-a regulatory bottleneck10.1007/s11095-020-02911-y ↗
54. Green chemistry for chemical synthesis10.1073/pnas.0804348105 ↗
55. Implementation of green chemistry principles in circular economy system towards sustainable development goals: challenges and perspectives10.1016/j.scitotenv.2020.136998 ↗
56. Challenges, innovations, and trends in the context of microbial surfactants in the cosmetic industry
57. Cold processed oil-in-water emulsions for dermatological purpose: formulation design and structure analysis10.3109/10837450.2013.788516 ↗
58. Intelligent manufacturing of a bibliometric review: from frontier hotspots to key technologies and applications10.1186/s10033-025-01274-y ↗
59. Achieving the 2030 agenda: mapping the landscape of corporate sustainability goals and policies in the European Union10.3390/su16072971 ↗
60. Reducing the environmental impacts of plastic cosmetic packaging: a multi-attribute life cycle assessment10.3390/cosmetics11020034 ↗
61. Development of an LCA-based tool to assess the environmental sustainability level of cosmetics products10.1007/s11367-023-02219-0 ↗
62. From laboratory to industrial scale: a scale-up framework for chemical processes in life cycle assessment studies10.1016/j.jclepro.2016.06.164 ↗
63. Cellulose nanocrystals for skin barrier protection by preparing a versatile foundation liquid10.1021/acsomega.0c05257 ↗
64. Harnessing the potential of marine actinobacterial biomass for bioactive pigments: sustainable innovation for cosmetic formulation
65. The new generation of cosmetics packaging: a paradigm shift10.1016/j.glt.2025.04.004 ↗
66. Cullor
67. Towards a circular business ecosystem 4.0 in the cosmetics industry: findings from a bibliometric analysis and systematic literature review10.1016/j.jclepro.2025.146162 ↗
68. A review on digital transformation: cosmetic industry
69. The future of manufacturing and industry 4.0
70. An application of AR in cosmetological industry after coronavirus disease-19 pandemic10.1111/jocd.15222 ↗
71. Trends and innovations in cosmetic marketing10.30525/2500-946X/2023-3-2 ↗
72. Importance of artificial intelligence and augmented reality in cosmetic and beauty industry post COVID 19
73. Artificial intelligence in cosmetic formulation: predictive modeling for safety, tolerability, and regulatory perspectives
74. Cosmetology in the era of artificial intelligence
75. Artificial intelligence in cosmetic dermatology: an update on current trends10.1016/j.clindermatol.2023.12.015 ↗
76. Predicting the performance of functional materials composed of polymeric multicomponent systems using artificial intelligence—formulations of cleansing foams as an example10.3390/polym15214216 ↗
77. Innovative emulsifiers in cosmetic products: a patent review (2013-2023)10.1021/acsomega.4c07305 ↗
78. Current and prospective applications of 3d printing in cosmetics: a literature review10.3390/cosmetics9060115 ↗
79. The integration of additive manufacturing into industry 4.0 and industry 5.0: a bibliometric analysis (trends, opportunities, and challenges)10.3390/machines13010062 ↗
80. Development and in vivo evaluation of 3D printed hydrogel patches for personalized cosmetic use based on skin type10.1016/j.jddst.2023.105306 ↗
81. 3D-printed products for topical skin applications: from personalized dressings to drug delivery10.3390/pharmaceutics13111946 ↗
82. 3D printing: balancing innovation for sustainability with emerging environmental and health risks10.1016/j.isci.2025.113185 ↗
83. Challenges and innovations in sustainable 3D printing
84. Advancements and limitations in 3D printing materials and technologies: a critical review10.3390/polym15112519 ↗
85. A comprehensive review of rheological dynamics and process parameters in 3D concrete printing10.3390/jcs9060299 ↗
86. Ethical and bias considerations in artificial intelligence/machine learning10.1016/j.modpat.2024.100686 ↗
87. Towards pharma 4.0 in clinical trials: a future-orientated perspective10.1016/j.drudis.2021.09.002 ↗
88. Buivailo · 2018
89. 2016
90. Tilley · 2017
91. Optimizing topical antifungal liposomal delivery using plant by-product functional adjuvants10.1016/j.jddst.2025.107399 ↗
92. Evaluating coffee and rosemary extracts as sustainable alternatives to synthetic preservatives10.3390/cosmetics12040147 ↗
93. Overcoming challenges in the development of cosmetic formulations with agro-industrial by-products: the case of cork powder10.1111/ics.13066 ↗
94. Optimizing the performance of sustainable nail gel compositions using a mixture experimental design methodology
95. Enhanced mechanical stability of water-based peel-off nail polish through riboflavin phosphate-mediated visible light photocrosslinking10.3390/polym17060766 ↗
96. Multifunctional biotechnological lip moisturizer for lip repair and hydration: development, in vivo efficacy assessment and sensory analysis10.3390/cosmetics10060166 ↗
97. Intellectual property and patent in cosmetics
98. Cosmetic devices based on active transdermal technologies10.4155/tde.15.64 ↗
99. Recent patent applications for coffee and coffee by-products as active ingredients in cosmetics10.1111/ics.12843 ↗
100. Innovation and patents as a business success factor10.1108/JEFAS-09-2019-0218 ↗