For teachers

Projects arranged by subject and age group, ready to use in class.

Ages 10-19:10+12+14+16+18+

Computing and AI · Ages 11-19
How do computers learn to recognise, predict and help?

Showing 160 of 842 projects

HE2024–2026· 2 🌍

HURO · Leading in the brave new world: human - robot dynamics

The interface between physical and digital domains is rapidly fading, raising questions about the ramifications that technological innovations have for organisations. Despite offering plenty of opportunities, a more digitalised world of wor…

HE2024–2026· 2 🌍

PhLex · Phylogenetic Lexification: Patterns of meaning through time

Languages encode knowledge, culture, and identity, yet more than half of the world’s languages are currently endangered, and many are represented only through short, fragmentary wordlists. These sparse records restrict our ability to unders…

HE2024–2027· 7 🌍

TRACE-V2X · Smart and Proactive Multi-RAT Traffic Steering for V2X

Connected and autonomous vehicles (CAVs) have the potential to provide efficient and sustainable transportation. However, road safety of autonomous driving remains a critical challenge, the lack of which hinders their widespread adoption an…

HE2024–2028· 9 🌍

6thSense · Joint Communication and Sensing in 6G Networks

6thSense follows a holistic approach to address these challenges by: (WP1) Going beyond traditional sub-6GHz systems and enabling sensing in new B5G/6G communication bands, i.e., millimetre-wave and visible light; (WP2) Addressing distribut…

HE2024–2026· 2 🌍

IQARO · Integrated Quantum Repeater Nodes

Recent breakthroughs in the field of quantum technologies combining academic and R&D efforts have demonstrated the potential of quantum networks for major applications such as long-distance secure communication or quantum cloud computing. O…

HE2024–2026· 2 🌍

MULTI-SOFT · Multi-scale and Multi-physics Modelling of Soft Tissues

Soft biological tissues—such as skin, vessels, and tumors—exhibit highly complex mechanical behavior driven by nonlinear, time-dependent, and multiphysical interactions. Traditional models often treat these effects in isolation, failing to…

HE2024–2028· 8 🌍

TENORS · Tensor modEliNg, geOmetRy and optimiSation

For the first 24 months of the project, the project has been implemented in line with the overall objectives. In terms of theoretical advances, we have had new results on the study of tensor spaces (objective 1), including generalized addit…

HE2024–2027· 6 🌍

PROHITS · Prokaryote proteomics at high temperature for single cells

A sustainable climate and an ecosystem-friendly economy demands novel "cell factories", in which organisms convert renewable biomass into various biomaterials that would otherwise be derived from fossil fuels or (harsh) chemistry. Especiall…

HE2023–2028· 15 🌍

FutureData4EU · Training Future Big Data Experts for Europe

FutureData4EU is a Marie Skłodowska-Curie COFUND programme designed to address the growing demand for highly skilled researchers capable of navigating the societal, economic and ethical challenges posed by data-driven transformations in Eur…

HE2023–2025· 2 🌍

Q-JEPS · Quantum simulation of Jet Evolution and Parton Structure

The Q-JEPS project addresses one of the grand challenges in particle physics: simulating the behavior of strongly interacting particles, such as quarks and gluons, in extreme environments like those created in high-energy collisions at the…

HE2023–2025· 2 🌍

BretPal · Breton Palaeography

Previously seen as a ‘Celtic backwater’ during the expansion of the Carolingian empire, early medieval Brittany flourished as a hybrid region, blending cultural and intellectual traditions from Ireland, Britain, and Carolingian Europe. Anne…

HE2023–2027· 10 🌍

OWIN6G · Optical and wireless sensors networks for 6G scenarios

In the Optical and WIreless sensors Networks for 6G scenarios (OWIN6G) MSCA DN project, key industry and academic stakeholders are brought together with the aim of developing a structured European training programme (TP) in optical technolo…

HE2023–2027· 8 🌍

BioacAI · Bioacoustic AI for wildlife protection

Biodiversity loss is ranked as one of the top 5 risks globally, both in impact and likelihood. Anticipated significant declines in bird and insect populations could trigger profound ecological catastrophes.

HE2023–2027· 11 🌍

AiChemist · Explainable AI for Molecules - AiChemist

Europe’s medicines and chemicals sectors face twin pressures: accelerating discovery while increasing safety, transparency and sustainability. Recent developments in AI promise dramatic gains, yet “black-box” predictions are difficult to tr…

HE2023–2027· 11 🌍

IVORY · AI for Vision Zero in Road Safety

IVORY - ‘AI for Vision Zero in Road Safety’ is an industrial doctorates network aiming to develop a new framework for optimal integration of Artificial Intelligence (AI) in road safety research, and train a new generation of leading researc…

HE2023–2025· 2 🌍

INT-PVK-PRINT · An intelligent perovskite solution printing line

The project an intelligent perovskite printing line tackles the problem of optimizing and controlling solution-processed hybrid perovskite solution films by employing state-of-the-art in situ characterization and Machine Learning methods. H…

HE2023–2025· 2 🌍

PhyDAWN · Physics-informed Data-driven Analysis for Wind Power Hubs

To address the climate challenge and energy crisis, the European Union (EU) is transitioning to carbon neutrality, with wind power as the key driver. To fully exploit EU’s offshore wind resources, the strategy of constructing wind power hub…

HE2023–2026· 2 🌍

ReTouch · Physics-based Remote Touch

The ability to feel is central to how humans interact with the world. We rely on our sense of touch to hold a pen, find keys in a pocket, or judge the texture and softness of an object often without needing to look.

HE2023–2026· 2 🌍

STRATEGUS · STRATEgic GUide to Smart manufacturing

Manufacturing is undergoing a major digital transformation. Over the last decade, advances in low-cost sensors, high-performance computing, and artificial intelligence have made it possible for factories to become smart, adapting to changin…

HE2023–2025· 3 🌍

ReGraDe-CS · Reversible Gray Debugging of Concurrent Systems

Modern software systems rarely run as a single, sequential program. They are /concurrent/: many activities run at the same time, often across several processors or machines in the cloud, and they communicate by exchanging messages.

HE2023–2025· 2 🌍

RECeSS · Robust Explainable Controllable Standard for drug Screening

Drug development pipelines follow a stringent, costly, and time-consuming process to ensure patients’ safety. In 2024, those pipelines lasted 10 to 15 years, and the cost of their different steps, from drug (re)discovery to clinical trials,…

HE2023–2026· 12 🌍

OMINO · Overcoming Multilevel INformation Overload

In today's world, access to information thought of as the resolution of uncertainty; is often considered as a benefit or even as an indisputable human right. There is, however, the “dark side” of information: the abundance of data beyond on…

HE2023–2026· 12 🌍

CLOUDSTARS · Cloud Open Source Research Mobility Network

CLOUDSTARS presents a joint research programme in the fields of Cloud computing and AI technologies. On one hand, CLOUDSTARS pursues innovation in the Cloud infrastructures to support the next generation of low-latency, high-performance com…

HE2023–2027· 8 🌍

HUMAN · Harmonising and Unifying Blood Metabolomic Analysis Networks

The main objective of the project is to identify current limitations and discrepancies of metabolomics datasets by studying how variances in metabolomics workflows can change outcomes in terms of metabolite annotation and identification, me…

HE2023–2026· 3 🌍

ACROBAT · Hardware Acceleration with Tunable SRAM/IMC Voltages

In this project, an automatic memory design framework employing a specialized SRAM with tunable voltage levels is proposed to reduce energy consumption and alleviate the search complexity of the design space. The study is then planned to be…

HE2023–2026· 10 🌍

WildDrone · Autonomous Drones for Nature Conservation Missions

Our planet is experiencing a rapid loss of biodiversity, and more species are threatened with extinction now than at any other point in human history. Habitat loss due to agricultural expansion, urbanization, land degradation, overexploitat…

HE2023–2027· 8 🌍

RELAX · Relaxed Semantics Across the Data Analytics Stack

The RELAX European Doctoral Network is training a cohort of 12 highly adaptable researchers to become experts in the design of scalable and efficient data-intensive software systems. The research fellows are learning to master the specific…

HE2023–2027· 7 🌍

MAGic-MOLFUN · MAtching Genes with MOLecules for FUNctional Analysis

The MAGIC-MOLFUN doctorial network (DN) will train the next generation of specialists for transforming natural products research. They will be educated in a combination of wet-lab and computational skills to integrate genome mining and meta…

HE2023–2027· 8 🌍

ROOTED · Root Phenotyping Integrated Educational Doctoral Network

Soil is a finite resource, but the land we currently grow on is significantly degraded in many regions of the world. There is no more land that can be reclaimed for agricultural production, therefore one of the major food challenges we face…

HE2023–2027· 7 🌍

LABDA · Learning network for Advanced Behavioural Data Analysis

Recently, there has been a paradigm shift from the isolated focus on the health impact of single behaviours (physical activity, sedentary behaviour, sleep) to the combined health effects of 24/7 movement behaviours. Technological advancemen…

HE2023–2026· 9 🌍

LEMUR · Learning with Multiple Representations

Machine learning methods operate on formal representations of the data at hand and the models or patterns induced from the data. They also assume a suitable formalization of the learning task itself (e.g., as a classification problem), incl…

HE2023–2027· 6 🌍

TACsy · Training Alliance for Computational Systems chemistry

Many key questions and challenges in research, industry, and society involve large and complex Chemical Reaction Networks (CRNs). Examples of such challenges include: understanding the regulation of metabolic networks in humans; planning an…

HE2023–2025· 2 🌍

FEMIber · Digitizing Women of Medieval Iberian Historiography

Historiography in the Middle Ages generally downplayed women’s societal and political roles, and the additional focus on royalty often led to omission of other strata. This distorted image, however, is not limited to the medieval society.

HE2023–2027· 7 🌍

TRAIL · TRAnsparent InterpretabLe robots

After several years of positive projections, some special-purpose domestic robots have finally reached the market, with the IFR Report on Service Robots showing an increase of 25% for domestic and 22% for entertainment robots. This increase…

HE2023–2027· 6 🌍

ENCODE · European Network in Coding Theory and Applications

While modern society is heavily dependent on digital technologies, data can be compromised, damaged or disappear due to errors induced by noise, disc failures, untrustworthy servers and malicious cyber-attacks. Transmission and storage of d…

HE2023–2026· 2 🌍

GLOGOLAB · GLObal GOvernance of LABour: an integrated approach

Over recent decades, the global economy has experienced profound transformations driven by accelerating globalization, economic integration, and the restructuring of production into complex global value chains. These developments have chall…

HE2022–2024· 2 🌍

YPB · Young planetesimal belts

Our Solar system is composed of eight planets and also a large number of smaller bodies, grouped mainly in two belts: the main asteroid belt and the Kuiper belt. Other stars are frequently also surrounded by such belts.

HE2022–2027· 8 🌍

CLOUD-DOC · CLOUD Doctoral Network

The CLOUD-DOC MSCA DN is a multi-site network at twelve partner institutions across Europe. The network investigates the formation of aerosol particlesin the atmosphere, as well as various aspects of the interactions of cosmic rays with aer…

HE2022–2024· 3 🌍

PRISTINE · PRehistoric fISheries assisTing marIne baseliNEs

PRISTINE was born out of the need to understand the roots of the shifted baseline in Indo-Pacific fisheries, one of the most threatened marine regions. To achieve this, it was essential to expand the time frame beyond traditional fisheries…

HE2022–2026· 11 🌍

QSI · Quantum-Safe-Internet

QSI aims at training a world-class cohort of doctoral researchers (DCs) capable of taking the next essential steps in the highly demanding area of cybersecurity. We aim to build strong lasting links between strategically selected industry a…

HE2022–2027· 6 🌍

CO2Valorize · Valorization of CO2 for low carbon cement

The project addresses the urgent need to reduce the environmental impact of the cement and construction sectors, which are among the largest contributors to global CO2 emissions. In particular, the work focuses on developing innovative carb…

HE2022–2025· 2 🌍

MEMOCAUSE · A Theory of Memory Causation

On the causal theory of memory, remembering an event requires a causal connection to a past experience. I can remember my last birthday because I have experienced it before.

HE2022–2025· 2 🌍

OPTIMA · Organization sPecific Threat Intelligence Mining and sharing

Digitalisation is creating new opportunities in finance, healthcare, industrial control systems, network security, and AI-driven cybersecurity, but it also introduces critical risks. These include cyber threats, adversarial AI attacks, priv…

HE2022–2024· 3 🌍

ChirLog · Chirality based all-optical logic gates

Currently, the optical processing based on optical fibre networks mostly supports the capability of ∼hundreds of Tbits/s. However, the signal conversions of optical-to-electrical and then electrical-to-optical in the fibre communication are…