Technology Convergence Report 2025
Page 43 of 60 · WEF_Technology_Convergence_Report_2025.pdf
Convergence transformation
The evolution and convergence of advanced
materials represents a fundamental transformation
in how material design, manufacturing and
implementation are approached. The advancement
of advanced materials technologies is becoming
a critical enabler for progress in various sectors,
enhancing the performance, durability and
sustainability of next-gen technologies. The global
advanced materials market is experiencing rapid
growth, driven by cross-domain value creation and
the ability to achieve enhanced functionality through
the combination of diverse materials. This trend is
particularly evident in industries such as aerospace,
automotive, sustainable construction, healthcare and
energy, where smart adaptive materials are unlocking
new capabilities and expanding market opportunities.The investment landscape is also evolving –
from long-term, capital-expenditure-intensive
commitments in traditional materials to increased
access to financing through venture capital
and strategic partnerships. Notable recent
investments by Microsoft, Breakthrough Energy,
CRH Ventures and various EU grant programmes
underscore the growing significance of advanced
materials convergence in enabling broader
technological innovation.
A key objective of emerging advanced materials
policies is to strengthen strategic sovereignty.
By promoting innovation in advanced materials,
policy-makers aim to reduce dependency on certain
critical raw materials and provide viable alternatives
that support long-term industrial resilience
and sustainability.
CASE STUDY 9
Citrine informatics
Citrine is an AI platform for data driven materials and
chemicals development. The platform integrates large-scale
data from simulation outputs to experimental results and
scientific literature, the platform applies AI to predict how
materials and chemicals will perform under a wide range
of conditions.
Combining AI and advanced materials has enabled clients to
achieve their R&D, product development and manufacturing
milestones more efficiently, reducing the time and cost of
new materials development, as it is reducing the number
of experiment iterations needed.Bio-engineered materials for recycled plastic
Citrine accelerates the development of compounds using
recycled content to meet customer and market demands,
supply chain volatility, and emerging regulatory and
sustainability initiatives.
AI modelling for energy storage
Citrine’s AI models support electrolyte formulation and
component design to accelerate development timelines,
optimize resource use across the supply chain and ensure
materials meet targeted performance criteria.
Technology Convergence Report
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