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HBO/WO

MBO

21 juli 2026

Introduction to Stochastic Hydrology

Hydrologic systems are both complex and extremely heterogeneous in time and space. As hydrological models are simplified versions of reality, their predictions are by definition subject to uncertainty. The field of stochastic hydrology focuses on quantifying this uncertainty along with prediction. This book aims to present an overview of the field of stochastic hydrology at an introductory level. A wide range of topics and methods will be treated, while each topic and method is only treated at a basic level: descriptive statistics; probability and random variables; hydrological statistics and extremes; random functions; time series analysis; geostatistics; forward stochastic modeling; and state prediction and Kalman filtering. The book can be used for a 10-15-week course at third-year undergraduate or first-year graduate level.

Document

Marc F.P. Bierkens

16 juni 2026

Open Education menu

We created a ready-to-use menu with 17 different Open Education practices to be implemented in your education. With each practice turned into its own dish and recipe, you can easily see how the practice can be implemented, with its difficulty level and examples. The goal is to provide you with ideas and examples on how to implement Open Science practices into your education. Or use the menu as a starting point for conversations about open educational practices with colleagues! Already an expert? The menu can also be used for a 1-hour workshop on Open Educational practices for others interested in Open Science. Let the participants select a dish from the menu they are interested in, and help them to adapt the dish so they can turn their own ideas into real practices.

Presentatie

Jeroen Bosman, Ilcan Çiftcibaşi, Anneke van der Dussen, Ruud Dielen, Marie-Louise Goudeau, Pim Huijnen, Susanne Kirchhoff, Marc van Mil, Hanne Oberman, Annelies Pieterman-Bos

8 april 2026

ACA-bot

ACA-bot is an engaging chatbot designed for Automated Conversational Assessment (ACA). Drawing inspiration from traditional oral exams, this text-based conversational agent transforms assessment into a dynamic learning experience. It supports both formative and summative evaluation by offering students personalised feedback and guidance at every step of their learning journey. The first ACA-bot prototype focuses on assessing students’ understanding of basic statistical concepts, but its flexible design allows for easy adaptation to a wide range of subjects and learning contexts. Through interactive dialogue, students can practise explaining ideas clearly under exam-like conditions, apply their knowledge to new and challenging questions, and refine their reasoning as they respond to follow-up prompts. They gain valuable insights into their own understanding, identify areas for improvement, and gradually build confidence for both oral and written assessments. For educators, ACA-bot offers a powerful way to scale oral examinations and enhance formative assessment without increasing workload. It automates parts of the assessment process, provides structured and actionable insights into student performance, and opens the door to more personal, interactive feedback at scale. By combining the strengths of conversational AI and educational assessment, ACA-bot turns evaluation into a collaborative, insightful process. It empowers students to think aloud, reason more effectively, and grow, while giving educators a smarter, more innovative way to understand and support learning. ACA-bot is een slimme en inspirerende chatbot die onderwijs en Artificial Intelligence samenbrengt. Geïnspireerd door het klassieke mondelinge examen tilt deze tekstgebaseerde gespreksagent Automated Conversational Assessment naar een nieuw niveau. Studenten krijgen via natuurlijke gesprekken directe, persoonlijke feedback en begeleiding, waardoor leren en toetsen samenvloeien in één boeiende ervaring. Het prototype van ACA-bot is ontwikkeld om kennis over statistiek te beoordelen, maar dankzij het flexibele ontwerp kan het systeem eenvoudig worden aangepast aan andere vakgebieden en toepassingen. Tijdens interactieve dialogen leren studenten helder uitleg geven, hun kennis toepassen op nieuwe vragen en hun redenering aanscherpen. Ze ontdekken waar hun begrip nog verdiept kan worden en groeien zichtbaar in zelfvertrouwen — waardevolle voorbereiding op zowel mondelinge als schriftelijke examens. Ook voor docenten biedt ACA-bot een slimme oplossing. Het maakt mondelinge toetsing schaalbaar, ondersteunt formatieve beoordeling via gesprek, en vermindert de werkdruk door delen van het beoordelingsproces te automatiseren. Bovendien geeft het gestructureerde inzichten in de voortgang en denkwijze van studenten, waardoor elke dialoog bijdraagt aan beter onderwijs. ACA-bot laat zien hoe Automated Conversational Assessment het leren persoonlijker, interactiever en effectiever maakt. Studenten denken hardop, verkennen hun eigen begrip, en verbeteren met vertrouwen — terwijl docenten op een innovatieve, datagedreven manier inzicht krijgen in hoe kennis werkelijk wordt begrepen.

App

Aki Härmä, Julie Bauer

1 april 2026

Mind Measuring Mind

Mind Measuring Mind explores the foundations of psychological methodology, ethical research practice, and the pivotal role of measurement in understanding behaviour and mental processes. Blending teaching material, scholarly context, and personal perspective, it opens a dialogue about the challenges and responsibilities of doing science when the subject and the scientist share the same mind. Why is psychological science different from other sciences? Psychology is the study of behaviour and mental processes. Unlike most other fields, psychologists use their own mental processes to examine those of others. This self-referential nature, “mind measuring mind,” brings unique challenges for psychological measurement and the interpretation of research results. This book critically examines psychology as a science, exploring the empirical cycle and the teaching of methodology and statistics. In most academic psychology programmes, students are expected to participate as subjects in psychological studies. To support this, a series of PBL tutorials was developed to familiarise students with the empirical cycle and encourage discussion of validity, research methods, ethical standards, scientific communication, and potential threats to responsible, high-quality research. The materials in this book are based on those tutorials. This open textbook is designed for first- and second-year BSc Psychology students at Maastricht University, particularly those navigating the renewed curriculum’s emphasis on ‘Scientific Inquiry and Critical Thinking’ (SICT). It serves as a flexible guide for students following individual learning paths, including participation in faculty-led research experiments, reflection on the empirical cycle, and connecting practical experiences to theoretical concepts such as methodology, statistics, validity, ethics, and scientific communication. Ideal for self-study, group PBL sessions, and research practicums, the book helps bridge hands-on research involvement with classroom discussions, supporting competency development in psychological research.

Open (Access) Tekst Boek

Garmt Dijksterhuis

30 oktober 2025

Programming Foundations

This introductory programming book offers a hands-on approach to learning Python, designed specifically for students of natural sciences who wish to enter the world of coding. Covering fundamental programming concepts - from variables and data types to functions and loops - the book presents examples and exercises rooted in applications across biology, physics, and mathematics. In addition to Python fundamentals, readers also build good practices of programming and working with computers, such as using the terminal, navigating an integrated development environment, tracking changes with Git, and writing pseudocode. Moreover, the book addresses how to usage generative AI tools effectively when learning the basics of programming. Through hands-on learning, each chapter builds both confidence and competence, guiding students from simple scripts to more complex code. By the end of the book, students will not only understand Python’s core principles but also have the skills and tools to tackle real coding challenges within their scientific disciplines in the age of AI.

Open (Access) Tekst Boek

Nikolina Šoštarić

29 oktober 2025

A Novel Approach to Artificial Fracture Pattern Generation

In this recorded presentation from glasstec 2024, Leon Bohmann, from TU Darmstadt, focuses on the problem of spontaneously broken glass, specifically how it fractures into numerous fragments, a process which is not yet fully understood and currently requires expensive physical testing for safety validation. The speaker proposes a numerical simulation approach to predict these fracture patterns. By analyzing over 130 experiments, key data on fragment orientation and intensity relative to the impact point was gathered. The simulation method involves randomly distributing points based on this data, placing ellipses on them, and then using a watershed algorithm to generate realistic fracture patterns. The results show a promising visual and statistical match to actual broken glass, offering a potential alternative to costly physical tests. Special thanks to Messe Düsseldorf GmbH for providing the footage, and to Leon Bohmann for contributing to the Open GLASSroom OER collection. The creation of these resources has been (partially) funded by the ERASMUS+ grant program of the European Union under grant no. 2022-1-DE01-KA220-HED-000089750. Neither the European Commission nor the project's national funding agency DAAD are responsible for the content or liable for any losses or damage resulting of the use of these resources.

Video

Leon Bohmann

1 oktober 2025

Sustainable EU Economy: an interactive Textbook for Business Students

Dear Reader, Welcome to Sustainable EU Economy. This book is more than a textbook—it is an invitation to explore how the European Union shapes business, society, and sustainability in today’s interconnected world. My hope is that it will inspire you to think critically, engage actively, and see how Europe’s vision for a climate‑neutral and inclusive future connects directly to your own journey as a student and professional. This book was created to guide you through one of the most dynamic and influential regions in the world—the European Union. With its single market of over 450 million consumers and policies that shape global standards, the EU is not only a trading bloc but also a laboratory for resilience, sustainability, and innovation. This book will help you see the EU not just as an institution, but as a living system that directly impacts business, society, and the environment. You will explore how Europe is responding to challenges such as climate change, digital transformation, and shifting geopolitics, and how these responses create opportunities for businesses and professionals like you. This textbook is not a static resource but an interactive digital reference, designed to evolve alongside the changing study of European integration and sustainability. By combining case studies, discussion prompts, and applied exercises with live seminar content and guest lectures, it adapts to new research, policy debates, and global challenges. In this way, you may explore the EU not only as a historical and political project, but also as a dynamic economic system that continually reshapes business strategy, trade, and innovation. About the Jean Monnet Chair in Sustainable EU Economy: Awarded by the European Commission to Dr. Beata Kviatek and hosted by Hanze University of Applied Sciences, the Jean Monnet Chair in Sustainable EU Economy represents the first such Chair at a Dutch university of applied sciences. Co‑financed by the Erasmus+ Programme and Hanze University, the Chair advances knowledge of the EU’s transition toward a climate‑neutral, resource‑efficient, and socially inclusive economy. It promotes excellence in teaching and research, integrates sustainability priorities into business education, and fosters dialogue among academia, policymakers, businesses, and society. By producing impactful studies on green finance, energy transition, and corporate responsibility, and by linking local initiatives with EU goals, the Chair provides a vibrant platform for debate and engagement on Europe’s sustainable future.

Open (Access) Tekst Boek

Beata Kviatek

1 september 2025

Economics in the Digital Age: Insights and Applications

This book serves as an essential resource for both undergraduate and graduate programs due to its comprehensive approach to digital economics: Theoretical Integration: It integrates classical economic theories with the digital economy, demonstrating how traditional principles apply to new digital realities. Practical Frameworks: It provides actionable insights for analyzing digital market trends and monetization strategies, relevant for students, managers, and business professionals alike. Case Studies and Real-World Applications offer concrete examples of digital transformations, making complex concepts more accessible and useful for research and coursework. Advanced Analytical Tools: The book helps students develop the analytical skills needed to evaluate digital business strategies, market dynamics, and the broader economic impact of digital technologies. For professionals, this book provides strategic guidance on navigating the challenges and opportunities of the digital economy. By understanding the core economic principles behind digital business models, managers can make informed decisions on everything from digital marketing to product development, all while anticipating and mitigating risks like cybersecurity threats or regulatory changes.

Open (Access) Tekst Boek

Shilpa Samplonius-Raut

2 juli 2025

Data Analysis and Visualization using R

Course is in English Learning outcomes: Apply Core R Programming Skills Learners will be able to write and execute R scripts using basic and complex data types, utilize built-in functions, and implement flow control structures to automate data analysis tasks. 2. Import, Clean, and Manipulate Data Learners will demonstrate the ability to read various data file formats, tidy and transform dataframes using both traditional methods and modern packages such as tidyr and dplyr, and handle date-time and text data efficiently. 3. Visualize Data Effectively Learners will create and customize data visualizations using the ggplot2 package, including revisiting advanced plotting techniques and adding interactivity to graphical outputs. 4. Perform Exploratory Data Analysis (EDA) Learners will conduct EDA using R, applying appropriate statistical summaries and visualizations to uncover patterns, trends, and insights from datasets. 5. Utilize R Packages and Resources Independently Learners will identify, install, and apply relevant R packages to extend functionality, troubleshoot code, and solve data analysis problems, including working through exercises and interpreting provided solutions. Duration Consists of 18 lessons Study points: 5 EC

Website

Michiel Noback

1 juli 2025

Presentation Grey Literature

PowerPoint presentation Workshop Grey Literature

Presentatie

Norma Fötsch, Rebecca Calcott