Academic literature on the topic 'Hair formulation'

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Journal articles on the topic "Hair formulation"

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Sohel, Shaikh Tejashri Kedar Abubakar Shaikh Aman Shaikh Devang Shah. "Formulation And Evaluation Of Herbal Hair Oil." International Journal of Pharmaceutical Sciences 2, no. 5 (2024): 1851–65. https://doi.org/10.5281/zenodo.11403273.

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Currently, shampoo, conditioners and also some hair tonics formulations using the herbal extract are popular hair care products.  The herbal hair oils are critical part of herbal natural cosmetics. The herbal formulations probably have less side effects as compare with the synthetic one.  The main goal of present study is the preparation of herbal hair oil using the various herbal ingredients like curry leaves, rose petals, hibiscus, rosemary, meth, coconut oil, almond oil, and also evaluation of herbal oil formulation was performed by determining various parameters, like pH, viscosi
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Ranjan, Nihar, K. Arivoli, and S. Aghi Zion Inbakani. "Formulation of Herbal Hair Gel - A Hair Growth Stimulant." International Journal of Science and Research (IJSR) 13, no. 7 (2024): 1349–51. http://dx.doi.org/10.21275/sr24723193711.

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Mandave, Prachi S., Diksha R. Nandeshwar, Ekta P. Dhekwar, et al. "Formulation And Evaluation of Polyherbal Powdered Shampoo for Healthy Hair." Journal for Research in Applied Sciences and Biotechnology 4, no. 2 (2025): 124–38. https://doi.org/10.55544/jrasb.4.2.14.

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Herbal powder shampoos have gained popularity as natural alternatives to chemical-based hair cleansers. They offer nourishment and cleansing without harmful additives. This study focuses on the formulation and evaluation of three herbal powder shampoo variants, each composed of carefully selected botanical ingredients known for their beneficial effects on hair health. The key ingredients include “Hibiscus, Amla, Reetha, Shikakai, Flaxseed, Henna, Rosemary, and Rose Petals”. Each ingredient contributes unique properties such as cleansing, conditioning, strengthening, and promoting hair growth.
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T., Usha Kiran Reddy* S. Rajesh G. Sindhu B.Aruna. "HERBS USED IN FORMULATING POLY HERBAL HAIR OIL – A REVIEW." Indo American Journal of Pharmaceutical Sciences 04, no. 06 (2017): 1527–39. https://doi.org/10.5281/zenodo.816191.

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Hair plays a very important role in the personality of humans and for their cure by using lots of cosmetic products. Herbal formulations always have activity and comparatively lesser or no side effects with synthetic. Hair formulation of Embica officinalis (Fruits), Bacopamonnieri (Leaves), Trigonella foenumgraecum (Seeds), Murraya koenigii (Leaf), Hibiscus rosasinensis (Flowers) in different concentrations in the form of herbal oil were studied for their hair growth activity, refractive index, acid value, saponification value. Admirable results of hair growth were seen in formulation prepared
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Sbhatu, Desta Berhe, Goitom Gebreyohannes Berhe, Abadi Gebreyesus Hndeya, et al. "Hair Washing Formulations from Aloe elegans Todaro Gel: The Potential for Making Hair Shampoo." Advances in Pharmacological and Pharmaceutical Sciences 2020 (September 1, 2020): 1–9. http://dx.doi.org/10.1155/2020/8835120.

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This study aimed to describe the gross phytochemical constituents of Aloe elegans Todaro gel and evaluate the characteristics and quality of lab-made hair washing formulations prepared from the gel to show its potential in formulating hair washing shampoos. A. elegans gel mass was prepared from mature, healthy leaves collected from natural stand. Samples of 100% methanol extract of the gel were subjected to standard phytochemical screening and gas chromatography-mass spectroscopy (GC-MS) analysis. Five hair washing formulations (Fs) were, likewise, prepared by mixing 4.0–10.0 mL of gel with on
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Rahman, Nur Afanin, and Sadhilah Humaerah. "An Innovative Herbal Hair Tonic Derived from Purslane (Portulaca oleracea) Extract." Cognitia : International Engineering Journal 1, no. 1 (2025): 26–33. https://doi.org/10.63288/ciej.v1i1.4.

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The rising demand for natural and eco-friendly personal care products has driven innovation in plant-based formulations. Portulaca species, rich in bioactive compounds, are potential candidates for use in hair tonic products due to their hair growth-promoting properties. This study aims to analyze the phytochemical content of two Portulaca species and evaluate the effects of extract concentration on hair tonic formulation quality; Methods or process: The research was conducted at the Research Laboratory of FTI-UMI and involved several steps: sample preparation, extraction using the Soxhlet met
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Dr.sindhumol P G, Dr sindhumol P. G., Dr Babitha M. C. Dr. Babitha M C, Dr Benny K. J. Dr. Benny K J, et al. "Formulation and Evaluation of Herbal Hair Serum and a Comparative Study with Marketed Formulations." International Journal of Pharmaceutical Research and Applications 10, no. 3 (2025): 1655–63. https://doi.org/10.35629/4494-100316551663.

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The main objective of the study is to formulate and evaluate the herbal hair serum and determine the physicochemical function that emphasis on safety, efficacy and quality of the product. A hair serum is a light weight, liquidbased hair product commonly used to add shine, control frizz, and protect against heat damage by creating a protective layer. Addition of natural hair growth stimulants like flax seed, fenugreek and castor oil make the formulation better for hair growth. So it can be applied on hair as well as scalp. The ingredients such as flax seed, fenugreek, castor oil and vitamin E d
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Sunitha, Tarigoppula. "Formulation And Evaluation of Flaxseed Herbal Hair Serum." Clinical and Medical Research and Studies 2, no. 4 (2023): 1–6. https://doi.org/10.59468/2836-8525/035.

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This research project focused on developing a hair serum using natural ingredients like Flaxseed and Aloe Vera. The aim was to cater to the increasing demand for cosmetic products that not only enhance appearance but also provide medicinal benefits. In today's fast-paced world, where people are constantly seeking ways to improve their hair health and address issues like hair fall, dandruff, and dryness, natural solutions are becoming increasingly popular. Flaxseed, known for its rich nutrient content, has been traditionally used for promoting hair growth and treating dandruff. It is packed wit
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Rahul, G. Chaudhari Virendra D. Sarkar Vikram K. Sakvre Abhay D. Lilhare Yash Agrawal. "Formulation And Evaluation Of Herbal Hair Dye Stick." International Journal in Pharmaceutical Sciences 2, no. 7 (2024): 614–23. https://doi.org/10.5281/zenodo.12700610.

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Hair dye sticks have gained popularity due to their convenience, precision, and ease of application. This study aims to formulate an effective hair dye stick by combining the benefits of traditional hair dyes with the practicality of stick formulations. The formulation process involves selecting appropriate dyes, binders, solvents, and additives to achieve desired color intensity, adhesion, and ease of use. Various formulations are tested for stability, color fastness, skin compatibility, and overall performance. The results demonstrate the successful development of a hair dye stick that offer
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Senthilraja, M.1 Hemapriya M.*2 Kodhai V.3 Pavithra N.4 Mounika R.5 Perarasu P.6. "Formulation and Evaluation of Flaxseed Hair Gel." International Journal of Pharmaceutical Sciences 3, no. 2 (2025): 1132–44. https://doi.org/10.5281/zenodo.14873082.

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The present study focuses on the formulation and evaluation of an herbal hair gel incorporating flaxseed gel extract, curry leaves extract, and hibiscus extract to enhance hair health. These natural ingredients are known for their nutrient-rich composition, including essential fatty acids, flavonoids, and polyphenols, which contribute to hair growth, scalp nourishment, and antioxidant protection. The gel formulation was prepared using a flaxseed-based gel matrix, ensuring a natural and stable consistency. Curry leaves extract (Murraya koenigii) was included for its rich antioxidant and antimic
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Dissertations / Theses on the topic "Hair formulation"

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[Verfasser], Mardiyanto, and Marc [Akademischer Betreuer] Schneider. "Investigation of nanoparticulate formulation intended for caffeine delivery to hair follicles / Mardiyanto. Betreuer: Marc Schneider." Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2013. http://d-nb.info/1053030959/34.

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STAVALE, AMANDA DE AZEVEDO. "CORE-SHELL NANOPARTICLES OF POLYMERS AND SURFACTANTS FOR THE FORMULATION OF A SUNSCREEN FOR HAIR." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2018. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=35908@1.

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PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO<br>COORDENAÇÃO DE APERFEIÇOAMENTO DO PESSOAL DE ENSINO SUPERIOR<br>PROGRAMA DE SUPORTE À PÓS-GRADUAÇÃO DE INSTS. DE ENSINO<br>PROGRAMA DE SUPORTE À PÓS-GRADUAÇÃO DE INSTITUIÇÕES COMUNITÁRIAS DE ENSINO PARTICULARES<br>O presente estudo investiga a estrutura e a potencial aplicação de nanopartículas formadas por copolímeros que possuem um bloco neutro e outro bloco aniônico combinados a um surfactante catiônico. Em água, os blocos aniônicos se complexam eletrostaticamente às micelas de surfactante, interconectando-as e formando um núcleo concent
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Mkentane, Kwezikazi. "The development and optimization of a cosmetic formulation that facilitates the process of detangling braids from African hair." Thesis, Nelson Mandela Metropolitan University, 2012. http://hdl.handle.net/10948/1662.

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A large number of people throughout the world have naturally kinky hair that may be very difficult to manage. These people often subject their hair to vigorous and harsh treatment processes in order to straighten it and hence make it more manageable. Hair braiding is a popular and fashionable trend amongst many people, in particular people of African descent. Braided hairstyles serve to preserve hair and protect it, and to give it time to rejuvenate after a period of harsh treatment. During the braiding process synthetic hair is attached to natural hair by weaving a length of the natural hair
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Araújo, Lidiane Advíncula de. "Desenvolvimento de formulações cosméticas contendo óleos vegetais para proteção e reparação capilar." Universidade de São Paulo, 2015. http://www.teses.usp.br/teses/disponiveis/60/60137/tde-04052015-154442/.

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A fibra capilar está exposta a danos diários, como radiação solar, poluição, ato de pentear, higienização e fatores endógenos, além de tratamentos químicos, com o alisamento capilar. Assim, os produtos cosméticos possuem grande importância, uma vez que são desenvolvidos de forma a restaurar a fibra capilar danificada, que é mais porosa e hidrofílica, e proteger os cabelos de danos futuros. Os óleos vegetais destacam-se como importantes constituintes de produtos cosméticos, seguindo uma tendência mundial de incorporar ingredientes naturais em formulações para cuidados da pele e cabelos. Nesse c
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Baumgart, Johannes. "The Hair Bundle: Fluid-Structure Interaction in the Inner Ear." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2010. http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-63810.

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A multitude of processes cooperate to produce the sensation of sound. The key initial step, the transformation from mechanical motion into an electrical signal, takes place in highly specialized mechanosensitive organelles that are called hair bundles due to their characteristic appearance. Each hair bundle comprises many apposed cylindrical stereocilia that are located in a liquid-filled compartment of the inner ear. The viscous liquid surrounding the hair bundle dissipates energy and dampens oscillations, which poses a fundamental physical challenge to the high sensitivity and sharp frequenc
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DASHI, DIANA. "DEVELOPMENT OF NEW PRODUCTS FOR HAIR COLORING AND HAIR BLEACHING." Doctoral thesis, Università degli Studi di Trieste, 2021. http://hdl.handle.net/11368/2981622.

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Products claiming to be environm­entally sustainable, naturally derived and free from “chemicals”, “paraben free”, “vegan” have gained much attention in the consumer market. Herbal dyes are biodegradable, non-toxic, soft and without any side effects. Keeping in mind these factors we did a study on plants that color hair. During our research we found different plants with health benefits derived from various parts of the tree such as flowers, bark, seeds, leaves and roots. The extracts powder have been diluted in water and tested by an acidic pH and a basic pH. Furthermore, some plants were tes
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Smith, Robert A. W. "The role of monoethanolamine in hair bleaching and dyeing : mechanistic insights from model formulations." Thesis, University of York, 2014. http://etheses.whiterose.ac.uk/8316/.

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Primarily, the focus of this project was to investigate hair bleaching and dyeing mechanisms, in the presence of ammonia or ethanolamine (MEA), at room temperature. Firstly, the mechanism of hair bleaching by alkaline hydrogen peroxide was explored, using homogeneous solutions of Sepia melanin free acid (MFA) as a model for hair melanin. UV-vis spectroscopy was applied to study the rate of melanin bleaching under various conditions. It was established that both hydroxyl radicals and perhydroxyl anions are involved in the bleaching of melanin. Hydrogen peroxide decomposition and Sepia melanin o
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Lee, Ryan Thomas. "Modulation of Keratin Biomaterial Formulations for Controlled Mechanical Properties, Drug Delivery, and Cell Delivery Applications." Miami University / OhioLINK, 2013. http://rave.ohiolink.edu/etdc/view?acc_num=miami1385549579.

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Lusiana, Lusiana [Verfasser], and Christel C. [Akademischer Betreuer] Müller-Goymann. "In vitro evaluation of poloxamer 407-based formulations for topical antifungal administration of terbinafine HCl and assessment of keratin film from human hair as a nail plate model / Lusiana Lusiana ; Betreuer: Christel C. Müller-Goymann." Braunschweig : Technische Universität Braunschweig, 2012. http://d-nb.info/1175824429/34.

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Gouws, Catharina Maria. "Responding to water demand strategies : case study in the Lower Orange catchment management area (LOCMA) / C.M. Gouws." Thesis, North-West University, 2010. http://hdl.handle.net/10394/4764.

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This study is an investigation into water management policies in South Africa, their effect on water users and the perceptions users have of these policies. The investigation begins with an exposition of concepts such as water demand management (WDM), as well as integrated water resource management (IWRM). A sub-discourse of the main theme is the societal tendency to neglect its common property. Garret Hardin's groundbreaking observations on the "tragedy of the commons" (1968) are explored in an effort to locate issues of relevance in effective water management strategies. In contemplating the
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Books on the topic "Hair formulation"

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Romanowski, Perry. Hair care formulation for all hair types. Allured Business Media, 2011.

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Corporation, Allured Publishing. Hair care: From physiology to formulation. Allured Pub. Corporation, 2008.

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N, Tiwari S. Formulation of artificial diets for Bihar hairy caterpillar, Spilosoma obliqua Walker (Lepidoptera arctiidae). Entomological Society of India, 1987.

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Zuo, Xuh. "Dancing with the wolves": Haier Group Enterprise's globalised marketing and branding strategy formulation and implementation : an assessment. Oxford Brookes University, 2003.

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Universal Hair Coloring & Formulation. Upscales of Richmond, 2017.

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Hair Care Formulation Book: How to Style Curly Hair for Book the a-Z of Natural Curly Hair Formulation Book for Empowered Girls Activities. Independently Published, 2021.

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Curly Hair Care for Girls: Hair Care Formulation for All Hair Types Every Single Day Hairstyles for Every Age. Independently Published, 2021.

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Curly Hair Style: Formulation Book Empowered Girls Activities Every Single Day Hairstyles for Every Age Great Gifts for Woman. Independently Published, 2021.

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Marko, Doctor Paul. Ketoconazole: The Unparalleled Antifungal Formulation Used to Treat Fungal and Yeast Infection in the Parts of the Skin, Hair, Nails, and in the Blood Fast and Effectively. Independently Published, 2018.

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Grace, Elina. Homemade Beauty Products: Formulating Chemical Free DIY Skin Care Products, Hair Care And Homemade Makeup. CreateSpace Independent Publishing Platform, 2016.

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Book chapters on the topic "Hair formulation"

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Patzelt, Alexa, and Jürgen Lademann. "Hair Morphology, Biogenesis, Heterogeneity, Pathophysiology and Hair Follicle Penetration." In Cosmetic Formulation. CRC Press, 2019. http://dx.doi.org/10.1201/9780429190674-6.

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Aynalem, Mequanint Demeke, Tegen Dagnew Tessema, Surafel Aregahegn Agdew, et al. "Formulation and Development of Organic Hair Shampoo from Discharged Beer in Filler Machine (Brewery Industry) and Aloe Vera Plant Gel." In Green Energy and Technology. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-77339-6_15.

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Krause, Thomas, and Rene C. Rust. "Hair Styling: Technology and Formulations." In Cosmetic Dermatology. John Wiley & Sons, Ltd, 2015. http://dx.doi.org/10.1002/9781118655566.ch31.

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Armadany, Fery Indradewi, Resmi Mustarichie, Iyan Sopyan, and Ruslin Ruslin. "Hair Tonic Formulation Containing Ethyl Acetate Fraction of Sweet Potato (Ipomoea batatas (L.) Lamk) Leaves and In Vitro Anti-Dandruff Activity Test against Malassezia Furfur." In Advances in Health Sciences Research. Atlantis Press International BV, 2024. http://dx.doi.org/10.2991/978-94-6463-392-4_22.

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Aguh, Crystal. "Developing a Healthy Hair Regimen I: Formulating an Optimal Cleansing and Conditioning Regimen." In Fundamentals of Ethnic Hair. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-45695-9_7.

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Sarris, Costas D. "A Numerical Interface Between FDTD and Haar MRTD: Formulation and Applications." In Adaptive Mesh Refinement for Time-Domain Numerical Electromagnetics. Springer International Publishing, 2007. http://dx.doi.org/10.1007/978-3-031-01695-0_2.

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"11. Formulation of hair conditioners in shampoos." In Formulations. De Gruyter, 2016. http://dx.doi.org/10.1515/9783110452389-012.

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R. Jothi Lakshmi, Mrs, K. Pushparaj, R. Selvakumar, et al. "REVIEW OF PREPARATION AND EVALUATION OF POLYHERBAL HAIR OIL." In Futuristic Trends in Pharmacy & Nursing Volume 3 Book 6. Iterative International Publishers, Selfypage Developers Pvt Ltd, 2024. http://dx.doi.org/10.58532/v3bipn6p1ch14.

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Polyherbal hair oils have gained popularity due to their perceived effectiveness in promoting hair health and growth. This review assesses the preparation methods and evaluation parameters employed in the formulation of polyherbal hair oils.The preparation of polyherbal hair oils involves the selection of botanical ingredients known for their hair-nourishing properties. These ingredients are typically extracted using various techniques such as cold pressing, maceration, or steam distillation to obtain their active constituents. The formulation process often includes blending these extracts wit
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"13. Formulation of shampoos and hair conditioners." In Pharmaceutical, Cosmetic and Personal Care Formulations. De Gruyter, 2018. http://dx.doi.org/10.1515/9783110587982-015.

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Gesslein, Bruce W. "Humectants in Personal Care Formulation: A Practical Guide." In Conditioning Agents for Hair and Skin. CRC Press, 2020. http://dx.doi.org/10.1201/9781003064954-5.

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Conference papers on the topic "Hair formulation"

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Oyedeji, F. O., and J. O. Momoh. "Potential Human Hair and Sheep Wool Dyeing Characteristics of Hair Colour Formulations Prepared from Four Vegetable Dyes." In 28th iSTEAMS Multidisciplinary Research Conference AIUWA The Gambia. Society for Multidisciplinary and Advanced Research Techniques - Creative Research Publishers, 2021. http://dx.doi.org/10.22624/aims/isteams-2021/v28n2p11.

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Man insatiable desires often leads him to many choices. Some functional, others for the purpose of decoration or acceptability. The dyeing of hair can be comfortably placed in any of the three categories. The production of hair colours is a multi-billion dollar industry that involves the use of both plant-derived and synthetic dyes. Unlike synthetic dyes which can be toxic and harmful to the environment; natural dyes are biodegradable, non-toxic and compatible with environment. In the present study the comparative black – brown colouring effect of seven dye formulations made from ethanol and c
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Hahn, Jaesik, Tikyna Dandridge, Priya Seshadri, Amy Marconnet, and Tahira Reid. "Integrating Design Methodology, Thermal Sciences, and Customer Needs to Address Challenges in the Hair Care Industry." In ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2015. http://dx.doi.org/10.1115/detc2015-46551.

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Although the hair care industry is a multi-billion dollar industry, there still remains a dearth in the available technologies and research methods to answer one simple question: What temperature and frequency of use will lead to permanent structural damage (i.e. heat damage) to curly hair? Currently, trained professionals in the hair industry cannot predict when heat damage will occur and often rely on heuristics and intuition in their hair care approaches. In addition, scientists that have conducted studies with heat and hair have often used European hair types, which cannot be generalized t
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Barnett, Ralph L., and Peter J. Poczynok. "Anti-Hair Snare Pool Drain Cover." In ASME 2001 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2001. http://dx.doi.org/10.1115/imece2001/de-23293.

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Abstract A drain cover for swimming pools, spas and hot tubs has been designed which addresses eight hazards associated with conventional drain systems. This new drain cover, illustrated in Figure 1, eliminates hair entanglement, child evisceration and finger entrapment as well as minimizing body entrapment. Furthermore, its design and construction provide effective countermeasures against vandalism, broken drain covers, missing drain covers and structural deterioration due to environmental antagonists. Additional features unrelated to safety include a universal fastening system which adapts t
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Khude, Naresh, Dan Melanz, Ilinca Stanciulescu, and Dan Negrut. "A Parallel GPU Implementation of the Absolute Nodal Coordinate Formulation With a Frictional/Contact Model for the Simulation of Large Flexible Body Systems." In ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2011. http://dx.doi.org/10.1115/detc2011-48816.

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This contribution discusses how a flexible body formalism, specifically, the Absolute Nodal Coordinate Formulation (ANCF), is combined with a frictional/contact model using the Discrete Element Method (DEM) to address many-body dynamics problems; i.e., problems with hundreds of thousands of rigid and deformable bodies. Since the computational effort associated with these problems is significant, the analytical framework is implemented to leverage the computational power available on today’s commodity Graphical Processing Unit (GPU) cards. The code developed is validated against ANSYS and FEAP
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Albu-Kaya, Mădălina Georgiana, Mihaela-Violeta Ghica, Cristina-Elena Dinu-Pîrvu, et al. "Hair Masks Based on Keratin and Collagen." In The 9th International Conference on Advanced Materials and Systems. INCDTP - Leather and Footwear Research Institute (ICPI), Bucharest, Romania, 2022. http://dx.doi.org/10.24264/icams-2022.ii.2.

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The study aimed to develop and characterize some O/W emulsions, designed as nourishing hair masks. The cosmetic formulations based on collagen hydrolysate, keratin, and natural ingredients (essential and vegetable oils) were organoleptically evaluated. The pH, morphological, superficial, and rheological properties were assessed as a physicochemical background. The rheological measurements were performed at 23 and 32°C, and the shear stress versus shear rate ascending and descending rheograms were built, together with the flow profiles of viscosity as a function of shear rate. The cosmetic emul
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Goverdhanam, Kavita, Costas D. Sarris, Manos M. Tentzeris, and Linda P. B. Katehi. "A Perfectly Matched Layer Absorber Formulation for Haar Wavelet Based MRTD." In 29th European Microwave Conference, 1999. IEEE, 1999. http://dx.doi.org/10.1109/euma.1999.338483.

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Otsuka, Keisuke, Shuonan Dong, and Kanjuro Makihara. "Absolute Nodal Coordinate Formulations for Aeroelastic Analysis of Next-Generation Aircraft Wings." In ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2021. http://dx.doi.org/10.1115/detc2021-68162.

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Abstract Future aircraft have a high aspect ratio wing (HARW). The low induced drag of the wing can reduce fuel consumption, which enables eco-friendly flight. HARW cannot be designed by using conventional linear aeroelastic analysis methods because it undergoes very flexible motion. Although absolute nodal coordinate formulations (ANCF) have been widely used for analyzing various flexible structures, their application to HAWR is limited because the derivation of the ANCF elastic force for wing cross section is difficult. In this paper, we first describe three ANCF-based beam models that addre
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Le, Trung, Quan Hoang, Hung Vu, Tu Dinh Nguyen, Hung Bui, and Dinh Phung. "Learning Generative Adversarial Networks from Multiple Data Sources." In Twenty-Eighth International Joint Conference on Artificial Intelligence {IJCAI-19}. International Joint Conferences on Artificial Intelligence Organization, 2019. http://dx.doi.org/10.24963/ijcai.2019/391.

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Generative Adversarial Networks (GANs) are a powerful class of deep generative models. In this paper, we extend GAN to the problem of generating data that are not only close to a primary data source but also required to be different from auxiliary data sources. For this problem, we enrich both GANs' formulations and applications by introducing pushing forces that thrust generated samples away from given auxiliary data sources. We term our method Push-and-Pull GAN (P2GAN). We conduct extensive experiments to demonstrate the merit of P2GAN in two applications: generating data with constraints an
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Yim, Soonkyu, and Hae Chang Gea. "Development of an Image-Based CAD Using Wavelet Transform." In ASME 2000 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2000. http://dx.doi.org/10.1115/detc2000/dac-14262.

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Abstract Traditionally, designers describe features of objects from various geometric modeling tools. However, a geometry-based system requires complex mathematical formulations and data structures that make it very cumbersome to manipulate. Furthermore, Layered Manufacturing (LM) has become a prominent manufacturing technology in recent years. To support LM under geometry based CAD systems, users have to slice the model into layers. It is obvious that geometric characteristics of the geometry-based CAD models are destroyed during these conversions, at the same time, additional efforts and cos
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Chen, Wenqing, Jidong Tian, Caoyun Fan, Hao He, and Yaohui Jin. "Dependent Multi-Task Learning with Causal Intervention for Image Captioning." In Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}. International Joint Conferences on Artificial Intelligence Organization, 2021. http://dx.doi.org/10.24963/ijcai.2021/312.

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Recent work for image captioning mainly followed an extract-then-generate paradigm, pre-extracting a sequence of object-based features and then formulating image captioning as a single sequence-to-sequence task. Although promising, we observed two problems in generated captions: 1) content inconsistency where models would generate contradicting facts; 2) not informative enough where models would miss parts of important information. From a causal perspective, the reason is that models have captured spurious statistical correlations between visual features and certain expressions (e.g., visual f
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