Conference Sessions

Sessions confirmed so far are listed below.

All session titles are preliminary.

Reliable, generally accepted, and - if possible - easy-to-apply calculation guidelines for providing proof of safety and thus preventing failure processes are not only very helpful for the developing engineer but are absolutely indispensable against the background of increasingly stringent safety requirements.

The presentation of innovations in the field of guideline developments and their application are the subject of this session. Equally, contributions that demonstrate the practical benefits of the guidelines by presenting the experiences of industrial users are highly welcome.

The target groups are engineers from all branches of mechanical and vehicle engineering and aircraft construction as well as plant and apparatus engineering who are active in the test field, in development, design, and calculation as well as monitoring and maintenance of machines and plants in industry and research institutions.

Suitable joining technologies are essential for efficient lightweight structures made of fibre-reinforced composites. In the design process of such joints, failure mode and strength, both under quasi-static and dynamic load, are crucial information. This session will therefore focus on analytical and numerical calculation methods for predicting damage initiation and progression under different loads, e.g. impact, fatigue and (residual) strength. Experimental work that is intended to validate the calculation methods is also welcome. Work that addresses the circular economy, for example the modelling and simulation of detachable bonded joints, is especially encouraged.

In modern engineering, lightweight structures offer numerous advantages in terms of efficiency, sustainability, and performance. However, their design and implementation come with inherent challenges related to structural integrity and resilience. This topic explores various strategies for mitigating failures in lightweight structures, focusing on both proactive design approaches and reactive measures. Proactive strategies include advanced materials selection, innovative structural configurations, and optimization techniques to enhance strength-to-weight ratios while minimizing vulnerabilities.

Additionally, incorporating redundancy and robustness principles into design frameworks can bolster resilience against unexpected loads and environmental conditions. Furthermore, integrating sensor technologies and real-time monitoring systems enables early detection of potential failure modes, facilitating timely intervention and maintenance actions. Reactive measures encompass damage-tolerant design principles, such as fracture mechanics and fatigue analysis, to predict and mitigate failure propagation.

Moreover, implementing adaptive control systems and self-healing materials offers promising avenues for enhancing structural resilience and prolonging service life. By adopting a comprehensive approach that combines proactive design strategies with reactive interventions, engineers can effectively address the challenges of failure mitigation in lightweight structures, ensuring enhanced performance, safety, and sustainability across various applications.

Fracture-mechanical properties of materials in micro- and nanoscale dimensions have become an important area of fundamental research, including the development and introduction of new techniques for micro- and nanomechanical testing as well as for high-resolution 3D imaging of features in opaque objects. At the same time, there is an increasing need of industry to establish new risk mitigation strategies based on the understanding of microcrack evolution at small length scales that can cause catastrophic failure in 3D-structured systems and materials such as leading-edge integrated circuits, advanced battery electrodes and composites. New design concepts for bio-inspired materials, crack-stop engineering and the controlled steering of microcracks into regions with high fracture toughness will be discussed. 

Sub-topics of the session will be:

  • Materials design and modeling/simulation
  • Micromechanical tests, microcrack growth, fatigue in metals and composites
  • Microcrack imaging using microscopy and tomography techniques
  • Interaction of microcracks with materials’ microstructure, energy dissipation mechanisms
  • Controlled microcrack steering into toughened regions
  • Design of crack-stop structures, metal plasticity 
  • Natural systems and bio-inspired materials.

Enabling the transport, storage, and use of hydrogen for the energy transition, requires overcoming a materials challenge related to the unpredictable failure of metallic materials exposed in hydrogen-rich environments. This session aims to provide an international forum bringing together academic and industrial participants to exchange ideas on recent innovations and developments on fracture of relevant metallic materials in hydrogen environments. The symposium will cover a wide range of topics, including but not limited to:

  • Fracture of steels, aluminium and nickel alloys in hydrogen environments,
  • Mechanical testing at different hydrogen related conditions (i.e. cryogenic to room temperature, electrochemical and gaseous H charging, permeation studies related to hydrogen embrittlement etc.),
  • Micromechanical testing,
  • Microstructural characterization of fractured metallic materials in hydrogen environments,
  • Simulation and modelling to predict hydrogen-material interactions including hydrogen effects on plasticity and failure 

Additionally, the symposium will explore cutting-edge strategies for the prevention and mitigation of hydrogen embrittlement, highlighting novel materials design, surface treatments, and engineering solutions to enhance the resilience of metallic materials against hydrogen-induced degradation.

description to be provided soon

description to be provided soon

Surrogate models, also known as metamodels, are widely used in design optimization of complex systems. They substantially accelerate design space exploration and optimization when a closed analytical form that relates design variables to system responses of interest is not available. Therefore, there is a growing interest to integrate surrogate models including machine learning techniques (e.g., neural networks) into the design optimization framework.

Scope: This special session invites submissions of original works that address the challenges of the construction and application of surrogate models in engineering design against failure.

Topics covered by this special session include but are not limited to: 

  • Active learning algorithms
  • Artificial intelligence applications
  • Design space exploration and optimization of with surrogate model
  • Dimensionality reduction
  • Generation of surrogate models for complex systems
  • Machine learning methods 
  • Multi-fidelity surrogate modeling
  • Physics-informed machine learning
  • Optimal experimental design    

Invited are contributions that delve into the advanced experimental techniques for cyclic deformation, understanding of microstructure evolution during cyclic deformation and computational approaches that bridge the gap between theory and practical applications.

Possible submission topics include, but are not limited to:

  • Advanced experimental techniques for cyclic loading and fatigue 
  • Microstructure evolution during cyclic deformation 
  • Modeling and simulation of cyclic deformation 
  • Fatigue life prediction and assessment 
  • Fatigue failure analysis 

Degradation of structural materials in aggressive service environments often combined with mechanical loads is one of the key factors for metallic components failure. Therefore, designing new resistant alloy systems and protecting engineering structures from aggressive environments is of imperative importance to prolong their service life. Prediction of the materials behaviour at the design phase is challenging and should be well considered to ensure sustainability and circularity of the innovative advanced materials. On top, digitalization and creation of materials passport is needed to support the new paradigms of the European Green Deal calls for new material concepts as well as covering the complete life cycle of parts and corresponding to safe and sustainable by design approach.

This session is open to scientists and engineers working in applied research in the field of materials development and surfaces technologies designed to avoid materials surface degradation and damage. Aspects of protective coatings development, delamination and degradation/damage phenomena, recyclability and sustainability, builds a special focus of the event.

Contributions on new approaches and results in multi-scale and multi-physics materials modelling, optimization, digitalization of materials, and digital materials and product passport, as well as characterization methods (both destructive and non-destructive) applied to materials engineering, advanced protective coatings and surface protection technologies are very welcome in this session.

The aim of the session is to discuss new challenges for sustainability-driven design with multi-materials and function-integration on the example of selected contributions, as well as new design trends.

In particular, the subjects include but are not limited to:

  • Progress on sustainability-driven design
  • Multi-criteria optimization design methods
  • Practical applications of sustainability as design criterion for mechanical components

The developments in Advanced High Strength Steels (AHSS) through the 2nd and 3rd generations have marked a significant breakthrough in steel science, expanding its applications beyond the automotive industry. Currently, both industry and academia are eagerly anticipating the next generation of AHSS, aiming to combine high strength with exceptional ductility. This can be achieved through either adjusting the chemical composition or employing unconventional thermomechanical treatments.

This session will delve into the latest developments in the next generation of AHSS. Notably, emphasis will be given to steel design and engineering to enhance its resistance against failures.

Contributions from the following areas are sought:

  • Alloy design and engineering to improve the strength/ductility ratio;
  • Characterization of microstructure, mechanical properties, and deformation mechanisms in AHSS;
  • Alloy-process-microstructure-property relationship in AHSS;
  • Simulation of metallurgical phenomena and multi-scale modeling in AHSS towards improved performance;
  • Novel experimental and computational approaches, methods, and tools for failure analysis;
  • Engineering to improve processability and failure analysis during processing (rolling, hot-stamping, deep drawing, etc.);
  • Welding of AHSS and the weld performance;
  • Embrittlement phenomena in AHSS (i.e., hydrogen embrittlement).

Hydrogen can be a viable means towards a greener and more sustainable future for vehicle design. To provide the land, sea or air vehicles with a compact fuel system packaging, vehicles running on hydrogen will be utilizing either compressed or cryogenic hydrogen storage and fuel transfer.

In this ICEAF session, we are inviting research related to candidate materials for transportation vehicle compressed or cryogenic hydrogen fuel systems components. The focus would be primarily on polymer composites and advanced metallic materials, but novel research and findings on more traditional materials are also welcome. In addition to that, the session invites research on novel hydrogen fuel systems and components design as well as research on the design of safety around hydrogen fuel systems. 

The impact of conventional and advanced processing routes on the mechanical properties of materials are examined. Material Processing is considered under a broad spectrum of applications including thermal treatments, machining, forming, etc., as well as advanced techniques such as AM. The resulting microstructure and properties related to the static, fatigue or fracture behavior of materials are considered, and comparisons are drawn based on the material state prior and after processing

This special session is planned to cover the latest advancements in the field of additive manufacturing (AM) of structural components, focusing on all ranges of AM technologies. The multidisciplinary subject requires considering the effects of process parameter and geometrical features.

Applications range from aerospace and automotive to building and biomedical sectors. The aim of this session is to provide an international forum that brings together academic and industrial contributors to exchange ideas on recent innovations and developments of various AM technologies and to discuss the future opportunities and applications. Contributions covering either experimental studies or numerical developments are welcome.

In particular, the subjects include but are not limited to:  

  • Laser powder bed additive manufacturing (LPB-AM)  
  • Direct energy deposition additive manufacturing (DED-AM)
  • Cold spray additive manufacturing (CS-AM)
  • Post-processing technologies for additive manufacturing
  • Using AM for repair 
  • Related applications

The design, analysis, and optimization of additively manufactured (AM) components necessitate a comprehensive understanding of their mechanical behavior, particularly in relation to microstructure. AM parts present unique challenges due to high thermal gradients and manufacturing peculiarities compared to conventional methods, significantly impacting overall performance. The interplay between microstructural features, defects, and mechanical properties plays a pivotal role in advancing the field.

This symposium aims to foster collaboration, knowledge exchange, and innovative solutions, emphasizing the intricate relationship between microstructure, defects, and mechanical properties in additively manufactured components made of metals, polymers, ceramics, and composites.

Key Topics:

  • Manufacturing defects
  • Microstructure-property relationships
  • Fatigue, strength, ductility, and fracture toughness
  • Modeling and machine learning approaches
  • Materials and process optimization
  • Case studies
     

description to be provided soon

Structural joints are widely adopted in civil, mechanical, automotive, naval, aerospace and industrial engineering. While a variety of materials can be joined by means of different manufacturing processes, structural strength and durability of joints is a major concern in design of engineering structures. In order to take full advantage of available joining processes, understanding and estimating the mechanical performances of joints in load-bearing applications is of paramount importance.

Therefore, the special session entitled “Characterisation of structural joints under static or cyclic loading” will focus on all theoretical and experimental approaches to investigate the structural strength and durability of joints, covering all joining processes and materials.

This symposium will provide a venue for contributions on the use of experimental and modeling synergies for characterizing and understanding deformation mechanisms in engineering materials. New in situ and operando characterization tools have improved our ability to characterize the deformation mechanisms under conditions that best mimic real world conditions. These techniques enable the tracking of material responses to mechanical stimuli through mechanisms such as load sharing, dislocation-based plasticity, texture evolution, twinning, stress- and/or strain-induced phase transformations.

These techniques are used for verifying simulation tool and their constitutive laws and allow us to better understand or predict the deformation and failure during materials processing and under in service. 

Areas of interest include, but are not limited to:

  1. Characterizing lattice strain, dislocations, deformation twins and deformation-induced phase transformations by diffraction methods
  2. In situ and operando diffraction-based techniques
  3. Novel environments for large scale facilities 
  4. In situ and operando electron-based techniques including EBSD, ECCI, HR-DIC and TEM
  5. Advances in material modeling, kinetics of deformation-induced phase transformations, twinning, crystal plasticity and experimental validation
  6. Techniques development

This session will focus on the effect of increased alloying elements due to recycling as well as different processing technologies on the properties and performance of recycled aluminium alloys, e.g., corrosion, fatigue, corrosion-fatigue, and fracture behaviour. The session can cover experimental investigation and numerical modelling. 

Objective: The session covers fundamental and applied issues of environmental surface degradation and durability of materials at macro-, micro-, and nano-scale. Emphasis will be given on cutting-edge research, material design and development against degradation, understanding of degradation mechanisms and protection evaluation/design. 

Main topics include: 

  • Structural stability under aggressive environments, structure-durability relationship, environmental effects on ceramics, polymers and composites, durability of concrete structures, durability of ceramics, and others.
  • Corrosion forms and mechanisms, coatings and surface engineering, tribocorrosion, high temperature corrosion, corrosion protection and inhibition, non-destructive testing, electrochemical techniques, corrosion of steel in concrete, corrosion modelling, marine corrosion, and others.
  • Wear types (sliding, abrasion, high temperature, fretting, lubricating wear), wear modes, understanding of tribological phenomena, wear testing, erosion-corrosion, solid particle erosion, wear of metals, ceramics, polymers and composites, and others.

description to be provided soon

description to be provided soon

description to be provided soon

Failures have a major impact on quality, production and environmental health and safety areas of human and industrial activity. Understanding, analyzing and preventing failures result undoubtedly in the reinforcement of expertise and deep knowledge that constitute significant contributors of continuous quality improvement.  The scope of this session aims to address and report several paradigms, where the investigation of fracture and failure of materials and components lead to the exploration and understanding of the failure process as a series of logical/natural stages and interactions of microstructure, properties, processing and environmental/operation conditions. The study areas of the Session are mainly focused (but not limited) on critical industrial sectors, such as metallurgical, chemical and manufacturing. Case histories referred to characteristic industrial applications are also encouraged.

The following (but not limited) representative topics are included in the Session: 

  • Failures and microstructure relationships 
  • Genesis of damage at nano-, micro- and meso-scale level
  • Fractography as failure investigation method
  • Texture-fracture interactions  
  • Modeling of degradation processes with experimental validation
  • Failures in modern manufacturing 
  • Modern approaches in failure investigation and fracture analysis (e.g. AI, machine learning)
  • Process based philosophy and lesson learned approach

For the design of components for individual pieces and small series, an analytical strength assessment is essential. Computational predictions are also useful for the design of components from large series.

The essential content of the analytical strength assessment is to systematize existing experimental experience, to organize it into complete calculation algorithms, and to enable the application of these calculation methods to the widest possible range of similar components.

The subject of this session will be recent developments in analytical strength assessment, in particular the improved consideration of manufacturing quality and material imperfections, the application to further material groups and the closing of knowledge gaps in strength calculation. Likewise, descriptions of analytical strength assessments from industrial applications are very welcome.

The target group are engineers from all areas of mechanical and vehicle construction, aircraft construction as well as plant and apparatus construction, who are active in the development, design and calculation as well as monitoring and maintenance of machines and plants in industry and research institutions.

description to be provided soon

Heat treatments have been known since the dawn of metallurgy, especially for increasing the mechanical properties of ancient ferrous handcrafts. However, the explanation of strengthening phenomena behind heat treatments became clear only at the end of the 19th century. Despite thirty centuries of experience, the heat treatments of metals continue to be studied and improved, and new sets of process are continuously under development parallel to new alloys design and production. Of course, the knowledge about the principles at the base of the strengthening mechanisms is fundamental to the insightful design of innovative heat treatments able to bring components responsive to new market requirements.

This session aims to present the latest research on advanced treatment techniques for the new generation of iron-based (i.e., lightweight steel, quench and partitioning), nonferrous-based (i.e., aluminium, magnesium, titanium alloys) and high entropy alloys. Also, the effects of heat treatments on product processed by unconventional processes, such as binder jetting and semisolid casting and the influence on strengthening, fatigue resistance and fracture toughness have to be highlight and their mechanisms revealed for a knowledge spreading beyond the state-of-the-art.

Keywords: quench and partitioning; reverse austenite transformation; electrical pulse treatment ageing; solid-state transformation; secondary phase precipitation

As signalled by Nobel Prize winner Wolfgang Pauli ‘God made the bulk; the surface was invented by the devil’, the vast majority of engineering components can degrade or fail catastrophically in service through surface related phenomena. Driven by the ever-increasing requirements for high performance, high productivity, high power efficiency, low energy consumption and low carbon footprint, many industry systems will operate under more and more challenging environments. These new challenges can be met through realising the potential of innovative surface engineering technologies.

This session will provide a platform for overviewing the recent progress, anticipating challenges and opportunities, and discussing future research directions in combating failure through innovative surface engineering.

Sustainability challenge demands for structural fibre-reinforced composites in mass applications: -transports (automotive and collective) aiming at weight reduction (higher specific strength) and increased safety (e.g. fire resistance); constructions aiming at higher durability, using fibres for repairs and instead of steel; offshore renewable and wind energy production; hydrogen storage and exploitation (e.g. Ceramic Matrix Composites in hard-to-abate productions). Carbon neutrality target imply Polymeric Matrix Composites: -developing sandwich structures; -exploiting biobased fibres and resins whenever possible; -produced and recycled cheaper, faster and with less energy-demanding processes; -based on semifinished raw materials that (ideally) do not require storage at low temperature. Mass production sustainability also requires: -composites recycling, circularly reusing both fabrics and resins as much as possible; increased durability and easier repairability; - reduced use of glues and ecodesign of multimaterials and systems aiming at full recovery of each original raw material; reducing the use of gelcoats and paints (primary source of microplastics), PFAs and other dangerous chemicals.

description to be provided soon

The considerable transformative capacity inherent in additive manufacturing (AM) to revolutionize conventional production methodologies is widely acknowledged, particularly in the realm of fabricating intricately designed components utilizing materials historically presenting challenges in machining, such as superalloys. The recognition of AM's profound potential to reshape future designs, wherein its capabilities are leveraged to fabricate metal components with sophisticated geometries, is steadily gaining momentum. Consequently, there exists a current emphasis on investigating diverse facets of various AM technologies, with the objective of advancing scientific understanding and facilitating their integration into industrial frameworks.

The substantial investments in time and research endeavors have engendered continual advancements across the spectrum of AM, fostering a burgeoning sense of optimism concerning the widespread adoption of AM methodologies for the manufacturing, repair, and overhaul of metal components. These imperative underscores the necessity to showcase these notable advancements, thereby catalyzing the proposition for a ICEAF conference session in Materials, dedicated to illuminating state-of-the-art developments in the AM of metallic materials.

Recent technological developments establish additive manufacturing (AM) technologies more and more amongst the favourite physical processing routes for producing complex shapes, multi-material components and functional materials. Variations in physicochemical and mechanical properties of additively manufactured products originate mostly from surface conditions, defects, feedstock and build anisotropy. These properties affect the structural integrity, physical and in-service performance with respect to corrosion, fracture, mechanical, functional and wear behaviour. Additive manufacturing is often followed by post-processing, such as heat treatments and hot/cold isostatic pressing, which would also influence/alter the microstructural features and subsequently the mechanical behaviour, physical / functional properties and structural integrity of the material.

The aim of the session is to improve the understanding of the processing-structure-properties relation of additively manufactured materials as compared to materials produced by conventional processing, such as casting, rolling, extrusion, forging, etc. Emphasis will be given on the effect of process parameters on the microstructure, surface conditions, material texture/anisotropy and mechanical/environmental and functional behaviour. Processing simulations and (micro) structural modelling are necessary to verify the performance of AM materials and products. Abstracts may thus refer to experimental and/or modelling studies relating various aspects of processing, microstructures, properties and performance of additive manufactured materials or components.

The session addresses the following topics:

  • Modern and emerging AM processes and their effect on material performance
  • Breakthrough performance and applications for additively manufactured materials
  • AM processes and benchmarking of different process routes on the same material
  • New materials produced by additive manufacturing
  • Additive manufacturing of functional materials
  • New material and geometry design targeting to unique property combinations
  • Hybrid and composite materials
  • Advanced characterization, modelling and testing of AM materials
  • In-situ, real time monitoring of AM processing

*  All material classes namely metals and alloys, polymers, ceramics, and composites are relevant to the scope of the session

description to be provided soon

description to be provided soon

The session may cover processes, methods, materials and applications relative to the field of manufacturing, characterization and performance of fiber reinforced polymer matrix composites.

Topics of particular interest include, but are not limited to:

  • Conventional methods of reinforced polymer s manufacturing.
  • Fiber reinforce d polymer composites manufactured by F used Deposition Modelling.
  • Material extrusion based printing methods for short and continuous fiber polymer composites.
  • Characterization and performance of fiber reinforced polymers.
  • Effect of FDM process parameters on the performance of fiber reinforced polymers.
  • Polymer composites promoting sustainability.

This session is open to all applications of all NDT methods (including but not limited to ultrasonic, acoustic emission, X-ray, thermography, eddy current, etc.) and SHM methods on any structures/components made of different materials, including but not limited to composites, concrete, ceramics, 3D printed materials, cultural heritage items. Presentations on novel applications of NDT/SHM techniques in various fields, such as aerospace, civil engineering, materials characterisation, etc. are expected. Potential topics include, but are not limited to, damage detection, identification, and localization, modelling/simulation, signal processing, and various industrial applications.

description to be provided soon

description to be provided soon

Structural Health Monitoring (SHM) methods and architectures for damage detection and localization in structural components and assemblies (metallic, composite or hybrid). Techniques based on analytical or/and numerical modeling procedures. Statistical pattern recognition and Machine Learning based methods. Uncertainty quantification in the SHM problem accounting for environmental and operational variability. Approaches for generating structural digital twins.

This session welcomes a wide range of studies that address industrial and operational challenges in aviation, particularly focusing on the pressing need for innovation, digitalization and the broader sustainability goals within the Aviation Maintenance, Repair, and Overhaul (MRO) sector.

The topics include but are not limited to: advancements and innovations in MRO practices, condition-based and predictive maintenance (CBM/PdM), data analytics and AI applications in aviation, novel inspection/non-destructive testing (NDT) and repair methodologies, aircraft systems health monitoring (SHM), damage assessment and failure analysis for composites and advanced aerospace materials, sustainable aviation practices, implementation of novel propulsion solutions, AR/VR applications in MRO, and innovations in maintenance decision-making systems.

Very often based on lessons learned from aircraft accidents, design methods and processes for compliance demonstration with applicable standards have been established that are able to increase the level of safety for the occupants of an aircraft. The topic of the session covers new solutions to the “classic” structural design aspects for crashworthiness, such as structural integrity and energy absorption characteristics of the airframe, efficient restraint systems, minimized environmental hazards from loose or sharp objects, and reduced post-crash hazards from fire, smoke and fumes.

Beyond these traditional crashworthiness considerations, and in view of new trends in aircraft design, the session also includes novel features of innovative propulsion systems and propellants such as electrical, mechanical, chemical, and functional safety of electric power trains or fuel cells and the storage and on-board handling of hydrogen. Finally, the session is also open to operational aspects, for instance, recovery systems or human factors.

The session is dedicated to exploring the applications of data analytics and artificial intelligence, specifically machine learning, in the field of materials, engineering and failure analysis. This special session aims to bring together experts from academia and industry to share insights, methodologies, and advancements in leveraging data-driven approaches for enhancing materials design, predicting fatigue and fracture behavior, and estimating the properties of engineering materials. Special session will provide a platform for discussions on the latest advancements and future directions in this rapidly evolving field. Join us in shaping the future of engineering against failure through the power of data and artificial intelligence!

Topics of interest include but are not limited to:

  • Data-driven materials design and optimization
  • Predictive modeling for fatigue and fracture analysis
  • Estimation of materials' behavior and properties through machine learning
  • Novel applications of data analytics in engineering alloys and metals
  • Smart materials and structures empowered by artificial intelligence
  • Multiscale approaches integrating data analytics for mechanical behavior understanding
  • Virtual testing, digital twins, and AI implementation in materials engineering
  • Big Data applications in failure prevention and risk assessment

description to be provided soon

Artificial Intelligence (AI)/Machine Learning (ML) is playing an increasingly important role in the design, manufacture, and failure analysis of materials and structures. This session will focus on the use and development of AI/ML approaches to enhance our ability to design and analyze advanced materials such as metamaterials, composites and alloys, or to accelerate the manufacturing process and subsequent failure analysis. Contributions on optimization of material properties, acceleration of materials/structures discovery, and AI-driven manufacturing of new materials/structures as well as failure analysis are very welcome. Experimental and methodological contributions involving the use of AI/ML in this context are also welcome. 

The aim of this symposium is then to bring together leading experts from materials science, mechanics, artificial intelligence, and other related fields to promote research in this emerging field and foster cross-disciplinary collaboration and innovation.

This session aims to cover, but is not limited to, the following issues:

  • Data-driven design of metamaterials
  • Machine learning based composite design and inverse design
  • Computational methods and information processing
  • AI-assisted fractography of alloys and materials
  • AI-assisted manufacturing
  • Machine learning based fatigue life prediction
  • Modelling and optimization in metallurgical design
  • Application of new materials/structures