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22 Jun 2022  |  Global  |  Technology Research
Growth Opportunities in AI for Drug Target Discovery and Validation
Advancements in Deep Learning will Enable Faster and More Efficient Novel Target Discovery.
A major challenge in drug discovery is the limited number of gene targets that can be targeted for the development of a drug molecule. Only close to 400 genes are proven targets for US FDA-approved drugs. 80% of human genes are unexplored as targets, and some are considered undruggable. The identification and the selection of novel drug targets (p...
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27 Sep 2019  |  Global  |  Technology Research
Leveraging Artificial Intelligence for Materials Design and Production
Using Advanced Algorithms to Accelerate Material Design and Discovery Procedures
Artificial intelligence (AI)- and machine learning (ML)-based technologies are being leveraged for materials research and are replacing experimental and simulation-based research approaches. The need to accelerate materials discovery and the desired accuracy in the properties of materials is driving researchers to seek more granular insights from ...
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21 Jun 2011  |  Europe  |  Market Research
European PCR Reagent Market for Research Applications and Clinical Diagnostics
This research examines the European PCR reagent markets for research application and clinical diagnostics in terms of the challenges faced by market participants and drivers and restraints in the industry. It also describes the end user's experience who incorporate PCR in their experimental plan. It provides a detailed study on market share analysi...
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12 Aug 2021  |  Global  |  Market Research
Global Protein Ingredients Growth Opportunities
Future Growth Potential is Enhanced by New Product Launches in Plant-based Protein Ingredients
Protein ingredients are the ingredients extracted in the form of hydrolysates, concentrates, and isolates from protein-rich plants and animal sources to serve various application industries. This study primarily focuses on assessing the growth opportunities for the protein ingredients market with respect to animal protein ingredients and plant prot...
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20 Mar 2018  |  Global  |  Market Research
Agriculture and Nutrition Opportunity Engine Series—Opportunities in the Global Protein Ingredients Market Forecast to 2022
Protein Ingredients Market Is Powered by Rising Wellness Quotient and Changing Consumer Preferences
The growing demand for protein-based diet among sport professional and increasing awareness for health & wellness among elder and younger population have led to advancements in extraction technologies by ingredient manufacturers and constant innovations with novel ingredients in plant-based and animal-based protein ingredients. These factors will s...
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02 Jul 2026  |  Global  |  Technology Research
Next-Generation Catalysts for Sustainable and Efficient Chemical Processes
Charting a New Era of Sustainable Chemistry Through Strategic Advances in Catalyst Engineering
Next-generation catalyst technologies are transforming chemical manufacturing by enabling sustainable, low-carbon, and energy-efficient process pathways across industries such as energy, chemicals, materials, and advanced manufacturing. Catalysts are central to accelerating the transition toward decarbonized industrial systems, supporting applicati...
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11 Dec 2025  |  Global  |  Technology Research
Growth Opportunities in AI-Enhanced Formulation Strategies for Optimized Performance in Advanced Materials
Enabling Predictive and Sustainable Formulation Strategies Through AI-Powered Materials Optimization
AI-enhanced formulation transforms how advanced materials are designed, optimized, and commercialized, shifting from empirical experimentation to predictive, data-driven discovery. By combining AI, ML, and materials informatics, formulators can simulate and optimize complex multi-component systems, accelerating performance tuning, improving sustain...
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18 Aug 2014  |  Global  |  Market Research
Global Analysis of the Biometrics Market
Automatic Identification and Data Capture (AIDC) Technologies are Gaining Traction - A Look into the Macroeconomic Impact
The growing need for people to travel, bank, shop, communicate, and work anytime, anywhere opens up considerable growth opportunities. Several new technologies in the AIDC industry are gaining traction across applications in the healthcare, automotive, and banking sectors. Further, an increasing number of things will connect to the Web, including c...
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29 Apr 2026  |  Global  |  Market Research
Top 10 Growth Opportunities Impacting AI Applications and Use Cases
AI Applications and Use Cases, Global, 2026
As enterprise adoption of AI enters a more demanding phase, the source of competitive advantage is shifting. In 2026, success is no longer determined by access to advanced models or the scale of experimentation, but by an organization’s ability to operationalize AI reliably within core workflows. This report examines how AI applications and use cas...
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06 Dec 2022  |  Global  |  Megatrends
Trend Opportunity Profiles: Future of Retail
Key Transformations in Customer Experience and Shopping Platforms Enabling Growth and Innovation to 2030
Frost & Sullivan’s Trend Opportunity Profiles are designed to help clients discover and prioritize the most consequential mid-to-long term trends transforming their business growth environment. To create each profile, Frost & Sullivan analyzes the trend opportunity across key industries, including aerospace and defense; health, wellness, and well-b...
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