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Accelerating Materials Innovation with Generative Foundation Models
Aerobase joins GENMAT to connect AI-driven, multi-scale materials discovery with finite-element simulation and structural deployment.
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Field notes on materials, simulation and the AI agents changing how engineering decisions are made.
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18 articles02
Shaping the Future of Sustainable Manufacturing
The CiSMA project develops material models that account for trace elements in recycled steel for safer automotive forming, welding and crash performance.
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03
Revolutionizing Sustainable Manufacturing with Advanced Modeling
GEAR-UP applies advanced modelling to recycled metals and composites, helping additive-manufactured parts meet the performance of virgin materials.
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04
Advancing Automotive Safety
Flexcrash combines lightweight materials, virtual testing and automated crash reconstruction to improve vehicle safety without sacrificing structural efficiency.
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05
UPBEAT: Enhancing Aviation Safety Using UQ
UPBEAT integrates uncertainty quantification into aircraft-component lifecycles to improve reliability, manufacturing efficiency and environmental performance.
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06
ALABAMA: Tailoring Laser Beams
Adaptive beam shapes, process monitoring and closed-loop control improve quality and productivity in laser-based additive manufacturing.
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07
RESTORE: Remanufacturing in Value Cycles
RESTORE advances circular manufacturing through modular design, repair technologies and optimized laser cladding and DED processes.
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08
FLEXCRASH: Development of Crash-Tolerant Structures
Hybrid manufacturing and tailored surface patterns create lighter crash-tolerant structures with improved safety and sustainability.
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09
The Weakest Link in Finite Element Simulation of Automotive Crash
Why accurate material behaviour remains the critical link between advanced finite-element solvers and trustworthy automotive crash simulation.
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10
How to Calibrate Material Models?
A practical introduction to inverse calibration, constitutive-model selection and optimization for reliable finite-element simulation.
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11
Stress & Distortion During AM
Combined metallurgical and flow-stress models help predict stress and distortion during additive manufacturing of Ti-6Al-4V.
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12
Model for Wire Rolling
A software architecture combining microstructure models, finite-element solvers and multi-objective optimization for shape rolling.
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13
Mapping FE Results
How state variables are transferred between dissimilar meshes while limiting gradient diffusion and maintaining numerical stability.
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14
Image-Based FE Mesh Generator
FLUIDMESH uses image processing and minimal user input to generate practical two-dimensional unstructured quadrilateral meshes.
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15
Material Models for HSLA
Material modelling for high-strength low-alloy steels used in demanding automotive, infrastructure and heavy-engineering applications.
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16
Microstructure Evolution
Modelling the substantial changes in microstructure and material properties that develop throughout industrial hot rolling.
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17
Simulation of Leveling
Finite-element simulation of coil leveling and the repeated bending required before sheet material enters downstream processing.
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18
Modeling Plastic Deformation
An introduction to the crystalline mechanisms and defects that shape plastic deformation and the mechanical response of metals and alloys.
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