SMART Master Lab Cohort 2.0 — Guided poster tour

On October 2, 2025, the SMART Master Lab Cohort 2.0 wrapped up with a poster presentation session. Over 10 weeks, our Master students worked closely with doctoral researchers and principal investigators before presenting their results to CRC members. The event opened at 14:30 with remarks from SMART Principal investigator Nadine Binder, followed by guided poster tours in which students presented […]

SMART Venture Scientist Club

Last week, SMART doctoral researchers joined the first session of the Venture Scientist Club: From Research to Startup Concepts with Dr. Christoph Mårtensson. The session focused on how scientific insights can be shaped into early-stage startup ideas. Not through traditional business plans, but by applying venture-studio-inspired frameworks and asking bold “what if” questions. Key takeaways included: According […]

Expanding Horizons: Doctoral Researchers at Oxford

Our doctoral researchers Jelena Bratulić and Julia Hindel have taken part in a six-month research visit at the University of Oxford, United Kingdom. Jelena joined the Visual Geometry Group (VGG), working on training dynamics and applications of in-context learning. One of her goals is to understand how AI models generalize and what their working mechanisms are. Julia was hosted […]

SMART Master Lab Kick-Off Day – Cohort 2.0

On August 4, we launched the second cohort of the SMART Master Lab program, welcoming a new group of master’s students. The day opened with an introduction to the fundamentals of SmallData by Maren Hackenberg, early career researcher (ECR) from the Fusion Hub. Iván Acevedo then provided an overview of the SMART framework and the […]

SMART Summer School 2025

Last week, our SMART doctoral researchers & postdocs traveled to Paris to participate in a three-day summer school in collaboration with Gustave Roussy Institute & Sorbonne Université. The program focused on an interdisciplinary academic exchange and brought together researchers with backgrounds in biomedicine, statistics, mathematics and computer science. Day 1 – June 30, 2025 After arrival in Paris, […]

A SMART Investment in Shared Language – Practicing Visual Communication in Science the Seyens Way

Clearer Communication Across Disciplines In interdisciplinary research, visuals help bridge gaps in understanding. Last week’s SMART workshop, “Shared Language through Visual Communication in Science”, led by Dr. Jernej Zupanc, focused on helping researchers communicate their work more clearly using effective visual strategies. Using the Seyens Method™, participants learned practical strategies for making their scientific ideas […]

SMART

SMART, the SmallData Integrated Research Training Group (IRTG)

SmallData brings together a broad group of data disciplines to tackle small data challenges that are at the intersection of these disciplines. Our Integrated Research Training Group (IRTG) SMART will enable the four disciplines to move closer together to work on small data innovations in a collaborative effort.

Each doctoral researcher within SmallData will automatically become a member of SMART.

Aims of SMART

  • Crossing boundaries between disciplines
  • Developing a shared language
  • Creating a solid methods foundation across disciplines
  • Stimulating early independence
  • Promoting comprehensive professional skills

Structured qualification program


  • Structured qualification beyond the project-specific activity
  • Interdisciplinary research methods training
  • Peer networking
  • Annual retreats also allowing for group-based projects
  • Intensive project collaboration, e.g., through extended visits to another group within SmallData

Structured supervision

  • Trustful and respectful communication
  • Support with regulatory issues
  • Supervisory agreement and personal qualification plan
  • Annual progress meetings with thesis advisory committee

Further local training opportunities

ELLIS Unit Freiburg

Fostering European collaborations in machine learning, robotics, computer vision and reasoning

Freiburg Young Scientist AI Network

Creating a collaborative environment beyond faculty borders

Spemann Graduate School of Biology and Medicine

Multidisciplinary graduate program combining basic with translational research, biotechnology and drug development

Freiburg Graduate Centre

Service department for all questions concerning doctoral studies in Freiburg

RUB Research School

Campus-wide institution for promotion of doctoral and postdoctoral researchers of Ruhr-Universität Bochum

Graduate Academy Greifswald

Creating excellent conditions for a successful doctoral and postdoctoral phase

Principal Investigators

Principial Investigators

Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg