Postdoc in AI-Driven Design and Modelling of Bio-Based Adhesives

Department of Forest Bioeconomy and Technology

Do you want to help shape the future of sustainable materials? We are seeking a highly motivated postdoctoral researcher to advance the design of next-generation bio-based adhesives that meet both sustainability targets and industrial performance requirements. In this project, you will combine cutting-edge approaches in polymer science and AI-driven modelling to develop predictive frameworks and high-performance adhesive systems for furniture, construction and packaging industries. You will work at the interface of fundamental science and real-world application, contributing to the transition toward a more sustainable materials economy. If you have a strong research background and a drive for innovation, this position offers an exciting opportunity to take the next step in your academic career!

The recruitment is done within the BioGlue-Centre “Competence Centre for Bio-based Adhesives”, which is a Vinnova Competence Centre in Sustainable Industry and Digital Transformation. The vision of the Centre is to significantly reduce the dependency on fossil-based materials in the adhesive industry by developing paradigm-shifting knowledge of bio-based adhesives and becoming a world-leading research environment in Sweden. It is built around a network of top-scientists with expertise in polymer science, adhesives, technology, and sustainability located at the Department of Forest Bioeconomy and Technology at SLU (https://www.slu.se/en/about-slu/organisation/departments/department-of-forest-bioeconomy-and-technology/), the Department of Fibre and Polymer Technology at KTH (https://www.kth.se/fpt/fibre-and-polymer-technology-1.778696), and the Department of Forestry and Wood Technology at Linnaeus University (https://lnu.se/en/meet-linnaeus-university/Organisation/faculty-of-technology/meet-the-faculty-of-technology/forestry-andwood/).

The Centre unites 13 companies along the value chain in furniture, packaging and construction sectors that share the same research questions around adhesives and adhesive bonding.

About the position

The development of bio-based adhesives is currently limited by a lack of predictive understanding of how formulation chemistry translates into material performance. This project addresses this challenge by establishing a data-driven framework for the rational design of high-performance bio-adhesives. As a postdoctoral researcher, you will work on integrating experimental formulation, molecular-level characterization, and machine learning to develop predictive models linking chemical descriptors to adhesive properties. The work includes the development of a structured formulation library, systematic mapping of key performance indicators, and the implementation of data-driven optimization strategies to identify high-performing systems. Machine learning approaches will be used to uncover structure-property relationships and guide formulation design. The project combines experimental and computational approaches and includes validation of selected formulations on industrially relevant substrates. You will collaborate closely with academic and industrial partners and contribute to the development of a transferable predictive toolbox for next-generation sustainable adhesives.

Your profile

We are seeking a highly motivated postdoctoral researcher with a doctoral degree obtained within the last three years in materials science, polymer science, chemistry, chemical engineering, or a closely related field. The ideal candidate has strong expertise in polymer formulation and structure-property relationships, particularly in the modification and crosslinking of bio-based or functional polymers for adhesive or related applications. Experience with advanced material characterisation techniques is expected. A strong interest in data-driven research is essential. Experience with modelling approaches, data analysis, or machine learning applied to materials or chemical systems is considered a strong merit. You are expected to have excellent communication skills in English, both written and spoken, and a clear motivation to pursue an academic career. The ability to work independently, take initiative, and collaborate effectively in an interdisciplinary and international research environment is essential. In the evaluation of candidates, particular emphasis will be placed on (1) scientific excellence in polymer and materials science, (2) experience or demonstrated potential in applying machine learning and data-driven approaches to materials or formulation design, and (3) the ability to contribute to and expand ongoing research activities within the group.

About us

The Department of Forest Bioeconomy and Technology at SLU brings together expertise in technology, natural and social sciences. The department provides world-class interdisciplinary environment for research and education in the circular bioeconomy, with activities at the campuses in Umeå and Uppsala, and nationally and internationally. Our work spans the entire value chain of the forest-based bioeconomy – from analysing how resources can be used and governed to developing technologies, materials, and industrial processes for sustainable bio-based products and systems. The Department is responsible for education at the bachelor’s, master’s, and doctoral levels and collaborates closely with both industry and academia nationally and internationally. With us, you can help shape a more sustainable bio-based society.

For more information about the department or division visit: Department of Forest Bioeconomy and Technology

Read more about our benefits and working at SLU by visiting: https://www.slu.se/en/about-slu/work-at-slu/

Location:

Uppsala

Form of employment:

Temporary employment 24 months, with the possibility of extension.

Scope:

100%

Start date:

The position may start as agreed between both parties but not later than January 1, 2027.

Application:

Please submit your application before deadline 16 August 2026. You can submit your application by clicking the button below.

Union representatives:

https://internt.slu.se/en/my-employment/employee-associations/kontaktpersoner-vid-rekrytering/

 

The Swedish University of Agricultural Sciences (SLU) has a key role in the development for sustainable life, based on science and education. Through our focus on the interaction between humans, animals and ecosystems and the responsible use of natural resources, we contribute to sustainable societal development and good living conditions on our planet. Our main campuses are located in Alnarp, Umeå and Uppsala, however, the university also operates at research stations, experimental forests and teaching sites throughout Sweden. SLU has around 4,000 employees, 6,000 students and doctoral students and a turnover of over SEK 4,5 billion. We are investing in attractive environments on all of our campuses. We strive to provide a work environment characterised by inclusivity and gender equality, where different experiences generate conversations between people and pave the way for science, creativity and development. Therefore, we welcome applications from people with diverse backgrounds and perspectives.