PhD Position in Statistical Physics and Probability Theory

3 weeks ago


Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

The PhD position in the Mathematical Foundations of Bias in ML is an exciting opportunity for a candidate to explore the bias generation and amplification process in machine learning. The successful candidate will learn and develop sophisticated theoretical methods from statistical physics and probability theory, applying them to relevant societal problems. In this role, you will be part of a dynamic, international environment, collaborating with leading experts in the field. The PhD program is a joint effort between Chalmers University of Technology and the University of Gothenburg, offering a unique chance to work on cutting-edge research.

  • Develop and apply theoretical methods from statistical physics and probability theory to understand bias generation and amplification in ML.
  • Collaborate with leading experts in the field, contributing to the advancement of ML research.
  • Work in a dynamic, international environment, gaining valuable experience and knowledge.

As a PhD student, you will be enrolled in a graduate program in the Department of Computer Science and Engineering. The position includes 20% departmental work, primarily as a teaching assistant for Chalmers' undergraduate and master's-level courses or performing other departmental duties. This opportunity will equip you with the skills and knowledge necessary to make significant contributions to academia and the broader research community.

Research within the department spans a wide spectrum, from theoretical foundations to applied systems development. The DSAI division, one of the four divisions, focuses on both fundamental and applied research in AI and machine learning, upholding high international standards. The department is organized into four divisions and employs approximately 270 people from over 30 countries. High-quality education is provided at the bachelor's, master's, and graduate levels, with over 120 courses offered each year.



  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Company OverviewChalmers tekniska högskola is a leading research university in Sweden, known for its expertise in areas such as quantum materials and nonequilibrium statistical physics.SalaryThe estimated annual salary for this position is SEK 500,000 - 600,000 (approximately USD 55,000 - 65,000) depending on experience and qualifications.Job...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research OpportunityWe are seeking a highly motivated postdoctoral researcher to join our research group at Chalmers University of Technology. Our team focuses on nonequilibrium statistical physics and condensed matter theory, with a strong emphasis on quantum materials and ultrafast thermodynamics.Project OverviewThis postdoctoral position is part of a...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the OpportunityWe are seeking an expert researcher to join our team at Chalmers tekniska högskola as a PhD student. The successful candidate will be working on understanding and mitigating bias in machine learning (ML) technologies.Job DescriptionThis is a 100% research position, focusing on developing new theoretical methods to analyze and reduce...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The postdoctoral research position is part of a broader research initiative focused on investigating material excitations far from equilibrium within the emerging field of ultrafast thermodynamics. You will develop tools in ultrafast material science and nonequilibrium statistical physics to create an efficient framework for the thermal control of materials,...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The PhD position is an exciting opportunity to explore the theoretical foundations of machine learning and its applications in societal problems. As a researcher in statistical physics and probability theory, you will have the chance to develop sophisticated methods and apply them to real-world issues. You will be part of a dynamic and international...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research Opportunity in Theoretical Quantum PhysicsYou are about to complete your master's project in physics and are looking for a challenging opportunity to conduct cutting-edge research in theoretical quantum physics in a collaborative environment?We invite you to apply for a PhD position in theoretical nanophysics at Chalmers University of Technology in...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    PhD Student Position in Materials PhysicsWe are seeking a highly motivated PhD student with a strong background in physics to investigate fundamental key properties of novel energy-related materials using advanced neutron scattering techniques at international large-scale neutron sources.Project DescriptionLighting accounts for 16.5% of the world's...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research Opportunity in Inverse DesignWe are seeking a highly motivated PhD student to join our team in the Condensed Matter and Materials Theory division at Chalmers University of Technology. The successful candidate will work on implementing inverse design methods for designing and optimizing photonic devices.Project OverviewInverse design is a...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the Position We invite applications for a PhD position in theoretical quantum physics at Chalmers University of Technology. The successful candidate will work on research projects related to nanoelectronic devices coupled to light, under the supervision of Dr. Janine Splettstoesser. The PhD student will be part of the theory division, where research is...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Job DescriptionWe are seeking a highly motivated postdoctoral researcher to join our team at Chalmers tekniska högskola in Gothenburg, Sweden. The successful candidate will have a recent PhD degree in Electrical Engineering, Engineering Physics, Applied Mathematics, Computer Science, Communication or similar.About the PositionThe position is a full-time...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Are you interested in contributing to the development of next-generation wireless communication systems? We invite applications for a postdoctoral research position in adaptive radio slicing for 6G confluent wireless access at Chalmers tekniska högskola, a leading research institution in Sweden. As a postdoctoral researcher, you will be part of a dynamic...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    We invite applications for a PhD position in inverse design of photonic devices at Chalmers University of Technology As a PhD student in our group, you will be part of a team working towards the next generation of photonic devices.Our research focuses on implementing inverse design methods for designing and optimizing photonic devices.You will have the...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research Opportunity in Humanoid Robotics and AIThe Department of Mechanics and Maritime Sciences at Chalmers tekniska högskola is seeking a PhD student to contribute to the development of algorithms for bi-manual manipulation and locomanipulation tasks using mobile robots with humanoid form factor. The research will involve the application of multi-body...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Chalmers University of Technology is a leading research institution in Europe, located in Gothenburg, Sweden. The university has a strong tradition of international research in wireless communications, with a focus on collaboration with top international academia and industry.The Communication Systems Group at Chalmers employs around 45 people, including 8...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Are you interested in pursuing a Postdoctoral Research position at a leading research institution? We are now seeking a highly motivated colleague to work with us as a Postdoctoral researcher on GNSS-related research in geodesy and geodynamics.Research TopicsOur research group is involved in various projects related to GNSS, including reference frames,...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research Position in 6G Wireless SystemsChalmers tekniska högskola seeks a postdoctoral researcher to contribute to the development of 6G wireless systems, with a focus on physical layer security in D-MIMO systems.About the PositionWe are looking for a highly motivated and skilled researcher to join our team in the area of 6G wireless systems. The...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    PhD Student Position in Materials PhysicsProject OverviewLighting accounts for 16.5% of global electricity consumption. Novel energy-efficient lighting solutions are required to reduce environmental impact. This PhD project focuses on investigating hybrid organic-inorganic perovskites, free from rare-earth ions, to unravel relationships between local...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the Research PositionThis research position will focus on the development of advanced methods for localization and sensing in 6G networks. The successful candidate will study both model-based and AI-based approaches for closed-loop operation of systems, with a specific emphasis on radio resource allocation, transmitter and receiver activation, and data...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research OpportunityA PhD student position is available in the research group of Christian Müller at Chalmers University of Technology. The successful candidate will develop new material concepts for organic solar cells, working closely with PhD students and postdocs at Chalmers and other universities in Sweden and abroad. The project is funded by the...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    PhD Researcher in Sustainable Comminution TechnologyThe Department of Industrial and Materials Science at Chalmers tekniska högskola is seeking a PhD researcher to work on a project focused on developing a novel low-energy crushing and milling technology for mining and mineral processing. The project aims to accelerate the adoption of sustainable...