Projects

2024

  • Assessment of Learning technologies and Frameworks for Intelligent and Ethical AI
    Assessment of Learning technologies and Frameworks for Intelligent and Ethical AI
    EU Horizon Europe (2024-2027)
    ALFIE aims to build an AutoML platform that streamlines AI evaluation, ensuring performance aligns with ethical standards and societal values.
    Project website
  • SYNERGIES
    SYNERGIES
    EU Horizon Europe (2024-2027)
    SYNERGIES will enhance the development, training, virtual testing, and validation of cooperative, connected and automated mobility systems.
    Project website
  • EDIH-SNL
    EDIH-SNL
    EU Digital Europe (2024-2025)
    The European Digital Innovation Hub South Netherlands aims to accellerate the digital transformation of manufacturing and maintenance SMEs.
    Project website
  • Automated Machine Learning for all
    Automated Machine Learning for all
    Dutch Science Foundation, Open Science Fund (2024-2025)
    This project leverages OpenML and AutoML to automatically build AI models and provide intuitive reports to help scientists make progress across many different fields.
    Project website

2022

  • Machine Learning for building renovations
    Machine Learning for building renovations
    Dutch Government (2022-2026)
    To make cities more sustainable, this project uses machine learning to predict the energy performance of buildings and optimize renovation strategies.
    Project website
  • Digital Twin of a Vertical Farm
    Digital Twin of a Vertical Farm
    Dutch Science Foundation, Merian Fund (2022-2026)
    Vertical farming allows us to grow more food using less resources. We use AI to model plants in 3D to understand how different light, CO2 and temperature scenarios impact plant growth and photosynthesis.
    Project website
  • AI4Europe
    AI4Europe
    EU Horizon Europe (2022-2025)
    The AI-on-Demand platform (AIoD) is a community-driven platform designed to empower European research and innovation in Artificial Intelligence (AI).
    Project website

2020

  • Stairway to AI
    Stairway to AI
    EU Horizon 2020 (2020-2024)
    The StairwAI project aims to provide a matchmaking service for users of the AI-on-Demand platform to easily find AI assets, experts, knowledge, hardware resource providers and much more.
    Project website
  • Continuous monitoring in personal and physical health
    Continuous monitoring in personal and physical health
    ITEA Inno4Health (2020-2024)
    Inno4Health stimulates continuous monitoring in personal and physical health, improving patient care and athlete performance.
    Project website
  • Multi Modal Photochemistry
    Multi Modal Photochemistry
    Dutch Science Foundation, TTW (2020-2024)
    In this project, we aimed to optimize the photochemical synthesis of complex molecules using machine learning.
  • TAILOR Network of AI Excellence
    TAILOR Network of AI Excellence
    EU Horizon 2020 (2020-2024)
    TAILOR is one of the first European networks of research excellence in AI, focussing on Trustworthy AI.
    Project website
  • SkyHigh: Leveraging AI in Vertical Farming
    SkyHigh: Leveraging AI in Vertical Farming
    Dutch Science Foundation (2020-2024)
    Vertical farming allows us to grow more food using less resources. We use AI to track plant growth non-invasively and optimize growth.
    Project website

2019

  • Educational platform for machine learning and medical image analysis
    Educational platform for machine learning and medical image analysis
    TU Eindhoven, BOOST (2019-2025)
    AI education should be scalable and engaging. This project aims to leverage OpenML for AI-related university courses, challenging students to build the best AI models in an engaging environment.
    Project website
  • The AutoML Gym
    The AutoML Gym
    Amazon Research Award (2019-2020)
    This project aimed to evolve AutoML systems (agents) in an environment of increasingly difficult tasks, in which AutoML agents can be uploaded as docker images and run on AWS infrastructure.
    Project website

2017

  • Dynamic Data Analytics through Automatically Constructed Machine Learning Pipelines
    Dynamic Data Analytics through Automatically Constructed Machine Learning Pipelines
    Dutch Science Foundation, Commit2Data (2017-2021)
    This project created new online automated machine learning pipelines, new methods for multi-variate time series prediction, and new approaches for early stage Parkinson's disease diagnostics from videos.
    Project website
  • Data Driven Discovery of Models
    Data Driven Discovery of Models
    DARPA (2017-2021)
    The first DARPA challenge on AutoML, the Data-Driven Discovery of Models (D3M) program developed automated methods to create empirical models of real, complex processes. It also lead to the creation of the AutoML benchmark.
    Project website

2016

  • A Cloud-Based Platform for AutoML
    A Cloud-Based Platform for AutoML
    Microsoft Azure Research Award (2016-2016)
    With sponsorship from Microsoft, we ran the first large-scale machine learning benchmarks on Azure, which are still accessible on OpenML today.
    Project website

2012

  • Massively Collaborative Machine Learning
    Massively Collaborative Machine Learning
    Dutch Science Foundation, Free Competition (2012-2016)
    This project created OpenML, an open science platform for sharing data, code, and experiments in machine learning.
    Project website
  • MLOpen Machine Learning Platform
    MLOpen Machine Learning Platform
    EU PASCAL Harvest (2012-2013)
    This exploratory project brought together scientists and engineers to create an open machine learning platform, forming the foundation of the OpenML community.