PhD scholarship in Digital Representative Microstructure Generation with Generative Artificial Intelligence - DTU Con...
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Kongens Lyngby
The Department of Civil and Mechanical Engineering (DTU Construct), Technical University of Denmark currently has an opening for a PhD position with focus on generative artificial intelligence (AI) in crystal orientation space for the generation of super-realistic digital representative microstructures. If you want to establish your career as a scientist in Integrated Computational Materials Engineering (ICME) and are looking for a foundation to realize your ambitions, this PhD position is for you. The PhD project will be supervised at DTU Construct and DTU Compute and involves esteemed collaboration partners at TU Bergakademie Freiberg, Germany, and UC Santa Barbara, USA.
Engineering of the microstructure of metals and alloys by tuning chemical compositions and manufacturing processes enables development of new alloys with unparalleled properties. Given a virtually infinite design space, rapid discoveries must rely on computational materials design that operates on digital representations of microstructures. To enhance the predictive capabilities of computational design workflows, the advertised PhD project will leverage generative AI in crystal orientation space to generate super-realistic digital representative microstructures.
Responsibilities and qualifications
If you have a passion for interdisciplinary research, a background in computer science, physics, or materials science, and knowledge in generative AI and/or computational materials science, you may be the person we are looking for. You will work alongside a Postdoctoral researcher, your supervisors, and international collaborators. The results of your research will contribute to the development of autonomous Integrated Computational Materials Engineering (ICME), which aims at significantly accelerating and reducing the cost of materials development for the design of superior, cheaper, and more sustainable products.
Responsibilities:
Qualifications:
Approval and Enrolment
The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see DTU's rules for the PhD education .
We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation, and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility.
Salary and appointment terms
The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years.
You can read more about career paths at DTU here http://www.dtu.dk/english/about/job-and-career/working-at-dtu/career-paths.
Further information
Further information may be obtained from Frank Niessen: [email protected] .
You can read more about Department of Civil and Mechanical Engineering at www.construct.dtu.dk.
If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU – Moving to Denmark . Furthermore, you have the option of joining our monthly free seminar “PhD relocation to Denmark and startup “Zoom” seminar ” for all questions regarding the practical matters of moving to Denmark and working as a PhD at DTU.
Application procedure
Your complete online application must be submitted no later than 16 February 2024 (23:59 Danish time) . Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach all your materials in English in one PDF file. The file must include:
You may apply prior to obtaining your master's degree but cannot begin before having received it.
Applications received after the deadline will not be considered.
All interested candidates irrespective of age, gender, race, disability, religion or ethnic background are encouraged to apply.
DTU Civil and Mechanical Engineering develops and utilizes science and technical knowledge for the benefit of society and sustainable development. We undertake research, education, innovation, and scientific advice of the highest quality within building design and processes, building construction and safety, building energy and installation, solid mechanics, fluid mechanics, materials technology, manufacturing engineering, engineering design and thermal energy systems.
Technology for people
DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN’s 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in 1829 with a clear mission to develop and create value using science and engineering to benefit society. That mission lives on today. DTU has 13,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark and in Greenland, and we collaborate with the best universities around the world.
Kilde: Jobnet.dk
Engineering of the microstructure of metals and alloys by tuning chemical compositions and manufacturing processes enables development of new alloys with unparalleled properties. Given a virtually infinite design space, rapid discoveries must rely on computational materials design that operates on digital representations of microstructures. To enhance the predictive capabilities of computational design workflows, the advertised PhD project will leverage generative AI in crystal orientation space to generate super-realistic digital representative microstructures.
Responsibilities and qualifications
If you have a passion for interdisciplinary research, a background in computer science, physics, or materials science, and knowledge in generative AI and/or computational materials science, you may be the person we are looking for. You will work alongside a Postdoctoral researcher, your supervisors, and international collaborators. The results of your research will contribute to the development of autonomous Integrated Computational Materials Engineering (ICME), which aims at significantly accelerating and reducing the cost of materials development for the design of superior, cheaper, and more sustainable products.
Responsibilities:
- Investigate the suitability of different crystal orientation representations for efficient and accurate operation within AI models
- Develop pre-processing pipelines for the generation and processing of digital representative microstructures
- Implement, train and validate different generative AI models for the generation of microstructure images and crystal orientation maps
- Optimize the performance of generative AI models by investigating the effect of model architecture and data representations
- Disseminate your key findings in cutting-edge materials science and engineering journals and on relevant international materials science conferences
Qualifications:
- You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree
- You should be experienced in programming, ideally in Python and/or MATLAB
- Your background should lie within the fields of computational materials engineering/science, physics and/or data science
Approval and Enrolment
The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see DTU's rules for the PhD education .
We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation, and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility.
Salary and appointment terms
The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years.
You can read more about career paths at DTU here http://www.dtu.dk/english/about/job-and-career/working-at-dtu/career-paths.
Further information
Further information may be obtained from Frank Niessen: [email protected] .
You can read more about Department of Civil and Mechanical Engineering at www.construct.dtu.dk.
If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU – Moving to Denmark . Furthermore, you have the option of joining our monthly free seminar “PhD relocation to Denmark and startup “Zoom” seminar ” for all questions regarding the practical matters of moving to Denmark and working as a PhD at DTU.
Application procedure
Your complete online application must be submitted no later than 16 February 2024 (23:59 Danish time) . Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach all your materials in English in one PDF file. The file must include:
- A letter motivating the application (cover letter)
- Curriculum vitae
- Grade transcripts and BSc/MSc diploma (in English) including official description of grading scale
- Optional: Examples of research papers or project reports with a short statement of your role
You may apply prior to obtaining your master's degree but cannot begin before having received it.
Applications received after the deadline will not be considered.
All interested candidates irrespective of age, gender, race, disability, religion or ethnic background are encouraged to apply.
DTU Civil and Mechanical Engineering develops and utilizes science and technical knowledge for the benefit of society and sustainable development. We undertake research, education, innovation, and scientific advice of the highest quality within building design and processes, building construction and safety, building energy and installation, solid mechanics, fluid mechanics, materials technology, manufacturing engineering, engineering design and thermal energy systems.
Technology for people
DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN’s 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in 1829 with a clear mission to develop and create value using science and engineering to benefit society. That mission lives on today. DTU has 13,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark and in Greenland, and we collaborate with the best universities around the world.
Kilde: Jobnet.dk
Information og data
Denne ledige stilling har jobtypen "Øvrige", og befinder sig i kategorien "Øvrige stillinger".
Arbejdsstedet er beliggende i Kongens Lyngby.
Jobbet er oprettet på vores service den 16.1.2024, men kan have været deaktiveret og genaktiveret igen.
Dagligt opdateret: Dette job opdateres dagligt ud fra jobudbyderens hjemmeside via vores søgemaskineteknologi og er aktivt lige nu.
- Øvrige
- Kongens Lyngby
- Fredag den 16. februar 2024
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