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Accelerating Sustainability: How Materials Informatics is Shaping the Future of Chemicals & Materials Industry

  • Published on: 2024-06-17
  • Teaser:

    Integration of Materials Informatics into the chemical industry is not just a strategic advantage but a necessary evolution towards sustainability and innovation. By adopting MI, companies can accelerate their R&D processes, reduce costs, and meet the increasing demand for sustainable products. As the industry progresses towards a climate-neutral future, those who leverage the power of Materials Informatics will be at the forefront of this transformation, driving both economic growth and environmental stewardship.

  • Body text:

    In the face of macro trends reshaping the chemicals and materials industry, a transformative opportunity is on the horizon. As climate change drives the push for sustainability and innovation, the chemical industry stands at the cusp of a revolution. This article delves into how Materials Informatics (MI) can propel the industry towards a sustainable future, addressing both current challenges and future aspirations.

    The Urgency for Sustainable Innovation

    Climate change is an undeniable force, compelling industries worldwide to rethink their strategies and processes. The chemical industry, integral to almost all manufactured goods and pivotal to Europe’s economy, is no exception. With an ambitious target to become climate neutral by 2050, the European chemical sector is uniquely positioned to spearhead efforts towards a climate-neutral society. This commitment is not just regulatory but a societal expectation, as public awareness around sustainability and decarbonization grows.

    The Role of Materials Informatics in Driving Change

    The pathway to achieving these goals lies in embracing transformative technologies like Materials Informatics. By merging materials science with data science and artificial intelligence, MI enables rapid advancements in the discovery and development of new materials. This innovation is crucial for:

    - Reducing emissions and resource intensity

    - Improving energy efficiency and circularity

    - Expanding the market share of sustainable products

    - Enhancing responsible raw material sourcing

    Accelerating Research and Development

    Materials Informatics significantly accelerates the development cycles and agility of research, facilitating transformative discoveries. The integration of high-performance computing and machine learning allows for unprecedented modeling and simulation of materials, optimizing compositions and predicting functional properties with remarkable accuracy. This not only upgrades traditional processes but also reduces experimental cycles and costs, fostering a competitive edge in the market.

    Key Drivers Defining Growth and Usage of MI in R&D

    Several factors are driving the growth and adoption of MI in the R&D space within the Chemicals and Materials industry:

    - R&D Paradigm Shift: Paradigm shift from conventional R&D methodologies to data-driven methodologies.

    - Digitization: Increasing rollout of digitization and access to AI, ML, hybrid cloud, and other tools fostering growth.

    - Sustainable Products: Growing need for more sustainable products to reduce the impact on climate.

    - Cost Pressures: Companies facing pressure to reduce costs amid rising material and manpower expenses.

    - Competition: Proactive initiatives taken by the players to remain competitive in the market.

    - Push for New Products: Push from the market to introduce new and advanced products, necessitating the acceleration of the R&D process, innovation, and new product development.

    Investment in a Sustainable Future

    Investment in MI is crucial for the future of the chemical industry. According to a recent commercial study conducted by JEVVRS, European chemicals industry investments in MI is projected to soar from a little over €100 million in 2020 to a staggering over €1,100 million by 2030, boasting a strong CAGR of around 24%.

    Moreover, the proportion of MI spend within the overall EU chemicals R&D budget is expected to surge from little over 1% in 2020 to around 10% in 2030, underscoring its pivotal role in shaping the future of materials innovation. This surge in investment will empower chemical companies to develop innovative and sustainable materials.

    Global Trends and Competitive Edge

    While USA, Japan, and China lead in MI adoption, European players are rapidly catching up. Larger chemical companies, with their substantial resources, are at the forefront of integrating MI into their R&D, driving digitalization and innovation. However, the potential of MI is vast and can benefit companies of all sizes, making it essential for smaller and medium players to consider MI integration strategies to stay competitive.

    In conclusion, the integration of Materials Informatics into the chemical industry is not just a strategic advantage but a necessary evolution towards sustainability and innovation. By adopting MI, companies can accelerate their R&D processes, reduce costs, and meet the increasing demand for sustainable products. As the industry progresses towards a climate-neutral future, those who leverage the power of Materials Informatics will be at the forefront of this transformation, driving both economic growth and environmental stewardship.

    JEVVRS has delivered several commercial projects in the area of Materials Informatics, demonstrating our expertise and commitment to driving innovation and sustainability in the chemicals industry. Contact us today to learn how we can support your journey towards a sustainable and innovative future. 

    About JEVVRS:

    JEVVRS is a Germany-based consulting company primarily focused on serving the diverse business growth needs of clients in Chemicals & Materials Industry. We specialize in Strategy, Mergers & Acquisitions and Global Expansion, serving the business owners and senior executives of SMEs, large corporates, investors, venture capital and private equity firms globally. For more information, contact This email address is being protected from spambots. You need JavaScript enabled to view it. or visit www.jevvrs.com.

  • Link External: https://www.linkedin.com/pulse/accelerating-sustainability-how-materials-informatics-shaping-future-kugff/?trackingId=1IRvArklaaaxGp70WZY9zw%3D%3D
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Navigating Deal Dynamics in the Evolving Materials Informatics Landscape

  • Published on: 2024-07-10
  • Teaser:

    Deal sizes in the rapidly changing and growing field of Materials Informatics can range from $50,000 for small projects to over $1 million for large-scale enterprise collaborations. Factors like industry type, project scope, client size, and technology maturity all play crucial roles in determining the final deal value. Whether it's a focused R&D initiative or a multi-year strategic partnership, Materials Informatics companies are increasingly pivotal in driving innovation and competitiveness across various sectors. 

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    This article is especially useful for MI companies, business leaders, R&D executives, and strategy professionals exploring partnerships or investments in Materials Informatics.

    The typical deal size for a Materials Informatics company can vary widely depending on several factors, including the company's size, the scope of the project, the type of service or product being offered, and the industry segment. However, based on our observations and interactions with our clients, here is a general overview:

    1. Small to Medium-sized Projects: For smaller, more focused projects such as consulting services, data analysis, or small-scale modeling and simulation, the deal size can range from $50,000 to $250,000. These projects might involve specific materials challenges or R&D support for new material development.

    2. Medium to Large-sized Projects: For more comprehensive projects that include extensive data-driven material discovery, multi-material development, or integration into product development cycles, the deal size can range from $250,000 to $1 million. These projects often involve longer-term collaborations, custom software development, or deployment of AI/ML tools.

    3. Enterprise-scale Deals: Large-scale deals with major industrial clients (such as automotive, aerospace, electronics, or chemicals) can exceed $1 million. These deals often involve multi-year partnerships, extensive use of proprietary data, or the implementation of materials informatics platforms across multiple departments or geographies.

    4. Licensing and Subscription Models: Some materials informatics companies operate on a licensing or subscription-based model, where clients pay recurring fees for access to software platforms, data analytics tools, or material databases. These fees can range from $10,000 to several hundred thousand dollars annually, depending on the scope and scale of the service.

    Factors Influencing Deal Size

    • Industry: Different industries have varying levels of investment in R&D and materials development. For example, pharmaceuticals or aerospace might have larger budgets for materials innovation compared to consumer goods.

    • Project Scope: The more comprehensive and complex the project, the higher the deal size. Projects involving the discovery of new materials or extensive simulation work tend to be more expensive.

    • Client Size: Larger companies with more substantial R&D budgets may engage in larger deals, particularly if the project aligns with strategic initiatives like sustainability, new product development, or competitive differentiation.

    • Technology Maturity: The maturity of the materials informatics technology itself can impact deal size. Emerging technologies might have smaller initial deals but offer significant growth potential as the technology proves its value.

    • Service Model: Companies providing full-service solutions, including custom software, data integration, and ongoing support, will typically have higher deal sizes compared to those offering more standard, off-the-shelf solutions.

    Overall, while the typical deal size for a Materials Informatics company can vary, the factors mentioned above will greatly influence the final figure.

     

    JEVVRS has delivered several commercial projects in the area of Materials Informatics, demonstrating our expertise and commitment to driving innovation and sustainability in the chemicals industry. Contact us today to learn how we can support your company in harnessing the transformative potential of Materials Informatics to achieve unparalleled competitiveness.

    About JEVVRS:

    JEVVRS is a Germany-based consulting company primarily focused on serving the diverse business growth needs of clients in Chemicals & Materials Industry. We specialize in Strategy, Mergers & Acquisitions and Global Expansion, serving the business owners and senior executives of SMEs, large corporates, investors, venture capital and private equity firms globally. For more information, contact This email address is being protected from spambots. You need JavaScript enabled to view it. or visit www.jevvrs.com.

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Paints & Coatings Industry: Advancements and Trends to Watch in 2025 and Beyond

  • Published on: 2025-02-05
  • Teaser:

    The paints and coatings industry continues to evolve, driven by innovation and sustainability. As environmental concerns grow and technological advancements accelerate, manufacturers are rethinking everything from raw materials to application methods to recycling and reuse. From sustainable materials to integration of groundbreaking digital and AI/ML technologies, the sector is evolving rapidly to meet the environmental, regulatory and consumer demands.

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    Recent developments highlight advancements in eco-friendly formulations, emphasizing low-VOC and water-based coatings to meet environmental regulations. Enhanced durability and performance are achieved through novel resins and additive technologies, enabling coatings to withstand extreme conditions. Smart coatings with self-healing and responsive properties are gaining traction, offering extended product lifespans and improved functionality. Additionally, usage of AI/ML in novel materials discovery, digitalization in color-matching systems and process automation is optimizing production efficiency and customer experiences, underscoring the sector's commitment to innovation and cutting-edge solutions.

    This article delves into key technological advancements and market trends reshaping the industry, from eco-friendly coatings and high-performance solutions to smart technologies and digitalization. The future of the paints and coatings industry looks promising, with solutions that are smarter, greener, and more efficient.

    Sustainability-driven innovations and eco-friendly solutions

    The industry continues to prioritize environmentally responsible solutions. Eco-friendly solutions remain a priority for manufacturers, who are investing in low-VOC and waterborne technologies to meet regulatory standards and consumer preferences. Bio-based and renewable raw materials are seeing increased adoption, offering comparable or superior performance to traditional materials while minimizing environmental impact. Advances in bio-based raw materials, such as plant-derived resins and natural pigments, contribute to reducing the carbon footprint of coatings. Circular economy initiatives include recycled content integration and enhanced waste management systems, aligning production processes with sustainability goals. These innovations meet stringent environmental regulations while maintaining performance.

    Additionally, there is a growing focus on lifecycle assessments to evaluate the environmental impact of coatings from raw material sourcing to end-of-life. Manufacturers are embracing carbon footprint reduction strategies, supported by increasing renewable energy usage in production facilities.

    AI/ML integration in R&D in paints and coatings industry

    Materials are crucial for Net Zero and as climate change drives the push for sustainability and innovation, the paints and coatings industry has to embrace transformative technologies, integrating materials science with data science and artificial intelligence, enabling rapid advancements in the discovery and development of new materials. The integration of high-performance computing and machine learning allows for unprecedented modeling and simulation of materials, optimizing compositions and predicting functional properties with remarkable accuracy. This will not only upgrade traditional processes but will also reduce experimental cycles and costs, fostering a competitive edge in the market for the companies.

    While USA, Japan, and China lead in AI adoption in R&D, European players are rapidly catching up. Larger chemical companies, with their substantial resources, are at the forefront of integrating AI into their R&D, driving digitalization and innovation. However, the potential of AI usage is broad and can benefit companies of all sizes within the paints and coatings value chain, making it essential for smaller and medium players to consider AI integration strategies to stay competitive.

    High-performance and functional coatings with enhanced capabilities

    High-performance protective solutions for extreme environments, including corrosion-resistant and heat-dissipating coatings, demonstrate enhanced durability, offering cost savings over time. These advanced coatings offer resistance to extreme temperatures, chemicals, and abrasion, making them indispensable in sectors like automotive, aerospace, and marine industries. Self-healing coatings, which can repair minor surface damages autonomously, are now commercially viable and gaining traction.

    The demand for coatings with superior functionality is also rising. Functional advancements include coatings with self-cleaning and antimicrobial properties are ideal for healthcare environments, and hydrophobic coatings that repel water, enhancing longevity in infrastructure and consumer applications. Nanotechnology is also playing a significant role in developing ultra-durable coatings and ultra-thin layers that enhance both appearance and performance with exceptional mechanical and chemical properties. These coatings are pushing boundaries in healthcare, automotive, and other industrial sectors.

    Smart coatings with responsive properties will revolutionize the market

    The emergence of smart coatings represents a new frontier. These coatings can respond dynamically to environmental stimuli such as light, heat, or mechanical stress. Thermochromic coatings that change color with temperature variations and photochromic coatings responsive to light are increasingly getting popular in consumer and industrial applications.

    Further, intelligent coatings equipped with sensors are finding applications in industries like construction and aerospace, where they monitor structural health and provide real-time valuable data on performance or potential issues, reducing maintenance costs, enhancing safety and extending product life.

    Advancements in application technologies

    Manufacturers are revolutionizing application methods to improve efficiency and minimize waste. High-efficiency spray systems and automated applicators deliver consistent results ensuring uniform coatings with minimal overspray and material waste. Electrostatic spray techniques are being optimized to enhance adhesion and reduce product loss.

    Meanwhile, powder coatings are advancing with ultra-low cure technologies, enabling application on heat-sensitive substrates and reducing energy consumption during curing processes, leading to both cost savings and better finishes.

    Consumer-Centric Developments

    Consumer expectations are influencing product design and delivery. Customization is becoming a significant trend, with manufacturers offering bespoke solutions to meet unique aesthetic and functional requirements. Rapid delivery models, including direct-to-consumer platforms, are transforming the distribution landscape, providing convenience and efficiency.

    AI-powered color-matching systems offer unparalleled precision and enable customers to visualize and select colors virtually, reducing the need for physical sampling. Virtual reality (VR) tools are being employed to provide clients with immersive visualization of their spaces with different coatings, enhancing decision-making.

    Looking ahead - A greener, smarter future

    The paints and coatings industry is undergoing a profound transformation. Various ongoing efforts and advancements showcase paints & coatings industry’s focus on balancing environmental stewardship with technological innovation. As regulatory pressures mount and market demands evolve, companies that embrace these advancements will gain a competitive edge, ensuring their long-term growth.

    By addressing sustainability challenges, enhancing functionality, and embracing digital transformation including the integration of AI/ML technologies—the paints and coatings sector is well-positioned to meet the evolving needs of industries and promises to be dynamic, with continuous breakthroughs that will shape the next generation coatings.

     

    About JEVVRS:

    JEVVRS is a Germany-based consulting company primarily focused on serving the diverse business growth needs of clients in Chemicals & Materials Industry. We specialize in Strategy, Mergers & Acquisitions and Global Expansion, serving the business owners and senior executives of SMEs, large corporates, investors, venture capital and private equity firms globally. For more information, contact This email address is being protected from spambots. You need JavaScript enabled to view it. or visit www.jevvrs.com.

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Paints & Coatings: Is Milling Stage killing your operational & financial performance?

  • Published on: 2020-05-01
  • Teaser:

    Milling is a key stage in the paints & coatings production process. P&C companies quite often place more emphasis on getting the product out to customers, inadvertently putting pressure on the process. If certain parallel and targeted improvement initiatives are taken, efficiency in milling stage can be significantly improved with a positive impact on operational and financial performance.

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    High milling cycle times, delivery issues, frequent mill tripping, frequent mill breakdowns, low mill utilization, process delays, inconsistency in working practices, rejected batches due to quality and process issues etc.

    Do these issues sound familiar concerning your coatings production facilities? These are just the tip of the iceberg. These issues are technical and operational but ultimately impact a company’s financial performance. 

    If not addressed effectively the consequences could be a negative impact on the profitability, high production costs (manpower, energy, mills, materials etc.), customer delivery issues, customer complaints, customer claims, scrap inventory, disposal costs, negative impact on employee morale, frustration etc.

    Of all stages in the P&C production, milling is the main process stage that consumes most of the manpower, materials, energy, maintenance, resources etc. The performance of the milling stage drastically impacts the operational and financial performance of a company. 

    No matter how good a paint formation could be, it all comes down to the proper execution of the activities in a standardized and consistent manner in the milling stage. If there are inadequacies concerning personnel handling of specific tasks, process or equipment capabilities in this stage, quite often the company takes the bait of unseen financial losses which may be hard to quantify. Depending on the current state/performance of the milling stage, if the inadequacies are rightly addressed and removed, significant internal cost savings can be achieved.  

    Quite often companies focus on one or two problem areas at a time and are sometimes unaware of the fact that, when all areas are rightly done and executed as per the standards, then only an overall higher efficiency in the milling stage can be achieved. Every step in a milling stage defines the performance of the succeeding step and this extends/impacts the performance of further stages in the paint production. 

    A holistic assessment of the entire spectrum of tasks carried out in the milling stage combined with targeting individual problem areas will lead to enhanced performance and significant improvements in the milling stage. Sometimes technical knowledge as simple as having an awareness of the science and logic behind why a certain task is carried out in the milling stage could be missing. 

    Several areas within the milling stage can be assessed to make area-specific improvements. Those areas include but not restricted to: 

    -      Fineness measurement: Standards, training, consistency, equipment etc.

    -      Pre-stirring: When to pre-stir, duration, training, SOP etc.

    -      Premixing: Selection of equipment, mixing parts, dimensions, material sequencing, SOP etc.    

    -      Mill external setup: Cooling water flow rates, declogging, right flow meters etc.

    -      Mill internal setup: Cooling water flow rates, beads, disks, dimensions, positioning etc.

    -      Milling parameters: Process parameters, dynamics, product type, standardization, training etc. 

    -      Mill maintenance: Inspections, replacements, scheduling etc.

    -      Mill allocation to products: Product-mill allocation based on product type and mill features

    -      Product formulation, mill type selection etc.

    Massive improvements can be achieved throughout the entire spectrum of the milling stage:

    -      Improvement in overall milling cycle time and process

    -      Better running of the mills at optimal performance

    -      Reduction in mill breakdowns and maintenance costs

    -      Better fineness measurement, pre-stirring, premixing

    -      Better understanding of the science and logic behind premixing, pre-stirring and milling

    -      Better adherence to the standard procedures 

    -      Increase in the morale of the employees

    -      Better controls to sustain the improvements

    Broader positive impact on the company performance may include but not restricted to:

    -      Positive impact on the profitability due to reduction in manufacturing costs

    -      Improvement in delivery times

    -      Reduction in scrap inventory etc.

    Milling stage is the heart of paints and coatings production. Anomalies in the process, equipment or personnel executing the tasks in this stage will prove costly to ignore, as over time they will have a drastic negative impact on the financial and operational performance of a company.  

    It is recommended that companies with their internal experts and/or through external support, assess the entire spectrum of their milling stage and identify areas for improvement to enhance overall performance. With the inclusion of operational excellence and lean six sigma principles the improvements can be sustained and the learnings can be widely extended to other facilities in your organization.

    JEVVRS has significant expertise in enhancing the overall performance of the milling stage in the paints & coatings production process.  We assess the entire spectrum of your milling stage, identify areas for improvement, make recommendations and work together with your team to improve the overall performance of your milling stage. With the inclusion of operational excellence and lean six sigma principles, we keep our approach adaptive, implementable and extremely simplistic to engage your employees, yet deep dive in the key areas to make changes for improvements with minimal disturbance to your process and business. Contact us today to learn how we can support you in achieving unparalleled competitiveness.

    About JEVVRS:

    JEVVRS is a Germany-based consulting company primarily focused on serving the diverse business growth needs of clients in Chemicals & Materials Industry. We specialize in Strategy, Mergers & Acquisitions and Global Expansion, serving the business owners and senior executives of SMEs, large corporates, investors, venture capital and private equity firms globally. For more information, contact This email address is being protected from spambots. You need JavaScript enabled to view it. or visit www.jevvrs.com.

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Unveiling the Future of Materials Informatics in Chemicals & Materials Sector: A Paradigm Shift in Business Strategies

  • Published on: 2024-06-12
  • Teaser:

    The trajectory of materials discovery and innovation is undergoing a seismic shift, propelled by the inexorable march of AI, ML, and Data Science. The onus lies on the business leaders and decision-makers, to embrace this paradigm shift, harness the transformative potential of Materials Informatics, and chart a course for their companies towards a future defined by ingenuity, efficiency, and unparalleled competitiveness.

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    Revolutionizing Materials Development

    In the dynamic landscape of chemicals & materials industry, innovation stands as the cornerstone of progress. From groundbreaking discoveries to revolutionary products, the ability to harness the power of advanced technologies has always been the catalyst for success. As we stride into the era of Artificial Intelligence (AI), Machine Learning (ML), and Data Science, a new frontier emerges in the realm of materials development – Materials Informatics (MI).

    MI, the convergence of AI, ML, and Data Science with materials science, is poised to revolutionize the way we discover, design, and develop materials. It serves as the connective tissue between external and internal knowledge databases, accelerating the discovery of innovative materials and propelling the product development process into unprecedented realms of efficiency.

    One of the primary virtues of MI lies in its ability to complement materials design methodologies. By integrating vast repositories of data and leveraging advanced analytics, MI empowers researchers and engineers to make informed decisions, optimize experiments, and expedite the development cycle. This symbiotic relationship between human expertise and computational prowess heralds a new dawn in materials innovation.

    MI is still nascent but posed to observe staggering growth

    The impact of MI reverberates across industries, with the chemicals & materials industry poised for a transformative journey. As AI disrupts traditional paradigms, MI emerges as a linchpin in enhancing competitiveness, fostering early discoveries, and streamlining product lifecycles. The European chemicals industry stands at the forefront of this revolution, with investments in MI projected to soar from a little over €100 million in 2020 to a staggering size of over €1,100 million by 2030, boasting a strong CAGR of around 24%.

    Moreover, the proportion of MI spend within the overall EU chemicals R&D budget is expected to surge from little over 1% in 2020 to around 10% in 2030, underscoring its pivotal role in shaping the future of materials innovation. However, success in the MI space is contingent upon the adept integration, implementation, and utilization of data infrastructures to derive actionable insights and drive tangible outcomes.

    The burgeoning interest in MI is becoming more and more evident, with a plethora of activities unfolding within diverse industry value chains. Partnerships, investments, and announcements from prominent chemical and materials companies underscore the growing significance of MI in driving competitive advantage and fostering a culture of innovation.

    Central to the realization of MI's potential is the development of robust material platforms fortified with AI technologies. These platforms necessitate enhanced computational capabilities, sophisticated databases, and scalable cloud infrastructure to extract actionable insights and accelerate material discovery processes.

    As we navigate through this technological revolution, a confluence of factors propels the industrial application of MI to the forefront. The burgeoning demand for Big Data technologies, coupled with the proliferation of large-scale materials data, underscores the inevitability of MI's ascendancy. Against the backdrop of intensifying global competition and relentless technological advancement, embracing MI is not merely an option but an imperative for businesses seeking to thrive in the digital age.

    JEVVRS has delivered several commercial projects in the area of Materials Informatics, demonstrating our expertise and commitment to driving innovation and sustainability in the chemicals industry. Contact us today to learn how we can support your company in harnessing the transformative potential of Materials Informatics to achieve unparalleled competitiveness.

    About JEVVRS:

    JEVVRS is a Germany-based consulting company primarily focused on serving the diverse business growth needs of clients in Chemicals & Materials Industry. We specialize in Strategy, Mergers & Acquisitions and Global Expansion, serving the business owners and senior executives of SMEs, large corporates, investors, venture capital and private equity firms globally. For more information, contact This email address is being protected from spambots. You need JavaScript enabled to view it. or visit www.jevvrs.com.

  • Link External: https://www.linkedin.com/pulse/copy-unveiling-future-materials-informatics-chemicals-sector-paradigm-nlcke/?trackingId=NosPioRdx94kevxcfuuUVg%3D%3D
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