Upcoming Events

Career advice: some important aspects
Michael Beer

Going for an academic career means to set out for a dynamic pathway with often unexpected obstacles and restrictions and also chances. Getting prepared early helps to reduce uncertainties and to increase chances significantly. The presentation will highlight a number of facts that are crucial for success but are often not considered or considered too late. It will be explained how to develop an impactful CV as a basis for applying for academic jobs worldwide. It will also be explained how applications are assessed, and how to prepare them to make the most imporatnt items clear to the panels and referees. This presentation is based on own experience in different academic systems and on experience from assessing applications and writing and assessing reference letters.


An evening of Fake News

"Fake News is a growing phenomenon, and, as Donald Trump himself said "Fake News has never been more voluminous or more inaccurate"... or did he? With social media giants and news corporations failing to stop the spread of incorrect information, it is now a daily feature in our lives, and here at the Risk Institute we think it’s about time we had a (free) pint and a discussion about just what Fake News is! Dr Paul Christiansen from the department of Psychology will start off the evening introducing the history of fake news, and our cognitive bias’s towards believing it. Next, James Butterworth from the department of Computer Science will talk about applications of Machine Learning in fake news, and finally Michael ‘Marsh’ Marshall from the Merseyside Skeptic Society will talk about what drives people to become part of a pseudoscientific movement, and in particular, the flat earth movement. Finally our event will come to a close with a Pub Quiz, - can you tell what’s fake and what’s real?"

Options and Opportunies for after your degree
Dr Alexis Nolan Webster

This lecture will provide an overview of the landscape of opportunities available to Ph.D. students in academia as well as industry to foster their career prospects. Also the dos and don'ts of editing a successful CV will be discussed.

Past Events


Uncertainty quantification and management using cossan software

In collaboration with the Institute for Risk and Uncertainty (UK) and Institut für Risiko und Zuverlässigkeit (Germany), we are offering a 3-day training course on Uncertainty Quantification using COSSAN Software.

Each day focuses on a specific topic. This allows the participants to attend a specific training day.

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# Hashcode Solved 2019: A guide to algorithms and data structures for engineers
Jonathan Sadeghi

Google Hashcode is a competitive programming competition where the aim is to solve an algorithmic engineering challenge from Google in 4 hours, using a programming language of your choice. For the last 4 years the Risk Institute has entered teams into the competition and performed successfully. In each of these years we have encountered algorithmic challenges which are not commonly discussed in Engineering and non-computer science programming classes. The aim of this talk is to describe the solution to this year’s challenge (finding the optimal slideshow from a set of images, judged by a function provided by Google). We will discuss general tips for these types of coding competitions (and coding interviews!). The talk will be of interest to researchers who wish to learn more about high-dimensional optimisation problems which can’t be tackled with the more general numerical optimisation techniques, and students who wish to be well prepared for coding style interviews.

A multi-disciplinary approach to optimise flood mitigation strategies on road infrastructure in Hanoi, Vietnam

Vietnam is ranked globally as the country with fourth highest exposure to flooding. In Hanoi, Vietnam's capital city, flood risk is especially acute due to climate change, fast urbanisation and an aging drainage system. A social and economic impact assessment carried out in Hanoi during July 2018 showed that the most important flood impacts are felt along the city roads. This talk presents some preliminary findings of the GCRF-OSIRIS project, a Global Challenges Research Fund project funded by the British Academy's Cities and Infrastructure Programme. The projects aims at minimising the impact of floods on urban road networks over different flood scenarios by developing a multi-period optimisation model strategic, long-term planning of mitigation measures. Mitigation measures, such as lake rehabilitation and construction of manholes, can be implemented independently over a discrete planning horizon. The problem of identifying a schedule of interventions which minimises road infrastructure damage and congestion level during floods is formulated as a mixed-integer linear programming model and solved using a Greedy Randomised Adaptive Search Procedure (GRASP). Preliminary results on some randomly generated instances are presented. The proposed approach is then used empirically for investigating cost effective ways in which flood damage to road infrastructure can be mitigated in the City of Hanoi. the case study uses real data, flood scenarios and mitigation impact measures produced by the GCRF-OSIRIS inter-disciplinary research team which includes social scientists, climatologists, hydrologists, and transport economists. The talk concludes with a discussion of the challenges of working on GCRF projects and the numerous opportunities for OR researchers to contribute to the United Nation Sustainable Development Goals.

Some Advice on Scientific Publishing
Professor Gilbert Laporte

Professor Gilbert Laporte (Canada Research Chair in Distribution Management, HEC Montreal) will offer some advice on scientific publishing, with a strong emphasis on operational research papers. Examining the several components of a standard OR paper: title page, abstract, introduction, literature review, mathematical model, algorithm, computational results, conclusion acknowledgements and references. The talk will also touch on some aspects related to the submission and the revision processes.

How academic publishing works and how to raise your research profile
Sarah Roughley

This session will be split into two halves – the first section will provide an overview of the different publishing models that exist in scholarly publishing, specifically journal publishing, and the second section will look at the tools that are available to help you improve the visibility of your research including ORCID, Altmetric and social media.


Simulating real-world uncertainty in the classroom-an entrepreneurial perspective

Contrary to popular belief, entrepreneurship is a process that can be learned, not only to create companies but to solve problems and to adopt an entrepreneurial mindset that views the world around us from a different perspective, where "We" (the entrepreneurs) realize and respond to a certain call-for-action. To do so, entrepreneurs need to be experts at navigating uncertainty and attempt to convert it to a strategic advantage. The board game “ESHIP - Navigating Uncertainty” was created to aid an entrepreneurial learning process where one could absorb the principles of navigating uncertainty in an implicit and thus an intuitive manner. The players can test their team-based decision-making abilities within the safe and risk-free environment of a game.


Train (re)scheduling and speed profile design in rail management and operation
Dr. Hongbo Ye

An efficient rail system requires the trains to adhere to the timetables and the rail system itself to be able to mitigate the propagation of delay and recover from disruptions quickly. On the other hand, the energy efficiency is also a big concern for the railway managers and operators. In the day-to-day operation of the rail system, the punctuality and energy efficiency can be achieved by providing train drivers with sophisticatedly designed speed profiles to follow, while the delay and disruption can be managed via real-time rescheduling. This talk will provide a brief introduction on the planning, management, operation and control of the rail system, with a particular focus on rescheduling and speed profile design. In detail, it will introduce (i) the procedure of railway planning, (ii) the concept and modelling of train scheduling and rescheduling problems, (iii) a particular kind of rescheduling which deals with predictable disturbances such as adverse weather, (iv) the concept and modelling of train speed profile design problems, and (v) potential research directions related to uncertainties.

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Google Hashcode Hackathon

The Risk Institute will be hosting a hub for the Google Hashcode Hackathon in the Risk Institute Seminar Room. Everyone is welcome. The hackathon will take place on the 28th Feb starting at 17:30.

The Hashcode Hackathon is a competitive programming competition. You have 4 hours to write a program to process some data from Google, and produce a solution which will be scored by their system.

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Applications of Gaussian Process Regression in Uncertainty Quantification
Jinglai Li

Many complex engineering systems are often described by large-scale computer models. Quantifying uncertainty in such systems often requires a large number of simulations of such intensive computer models, which renders the total computational cost prohibitive. To this end, one possible solution is to construct some computationally efficient surrogate models of the systems and use them in the simulations. In this talk, we will discuss a popular surrogate model - the Gaussian Process regression, and the application of it in bot forward and inverse Uncertainty Quantification problems.

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Open Lecture Series: Jim Hall

As part of the Open Lecture Series, Professor Jim Hall FREng (Professor of Climate and Environmental Risks in the School of Geography and the Environment and a Senior Research Fellow in the Department of Engineering Science) will give a talk explaining the ITRC’s methodology for national infrastructure assessment and will explain how NISMOD is being used to assess options for infrastructure provision in Britain. His research focuses upon management of climate-related risks in infrastructure systems, in particular relating to various dimensions of water security, including flooding and water scarcity.

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Expert Elicitation Symposium

The Institute for Risk and Uncertainty of the University of Liverpool will host a two-day symposium on expert elicitation over 13-14 February 2019. We are hoping to develop some synoptic guidance for people who must address expert opinions in their quantitative risk assessments. There have recently been several prominent books on this topic from various quarters in the social, biological, and physical sciences, with rather divergent stories about best practices.

The event will consist of a number of proffered talks from distinguished meta-experts on the topic, and extensive expert panel discussions including the perspective from industrial and academic practitioners.

View the schedule here

Should we use probability or imprecise probability for epistemic uncertainty?

In this workshop, we will discuss the benefits and disadvantages of two alternative expressions for epistemic uncertainty: precise probability and bounds on probability, including verbal encapsulations that encode uncertainty. The quantification will be demonstrated using open-source code for the R programming environment. We will then compare expressions from these two approaches and discuss them in light of research and principles of risk analysis. The workshop will also present research from risk communication literature and an overview of experiments comparing the success in communicating epistemic uncertainty by bounds or precise probability. The question we would like to answer is, when and why to use bounds or not? The workshop will explain and focus on the difference between aleatory and epistemic uncertainty. It will address two problems drawn from existing opinions, one with medium and one with weak background knowledge.


Research Collaboration Meeting

This one day meeting will provide an opportunity for research active staff to meet potential collaborators from other departments. There will be presentations by group representatives from the School of Engineering and the Department of Mathematical Sciences, followed by structured discussion, and the chance to win funding to support a student summer internship to kick-start a collaborative research project.


Dr Qian Fu

Understanding and predicting weather-related incidents on the rail network: case studies of wind- and heat-related incidents in GB context

The impacts of extreme weather events on railway operations are complex and in the most severe cases can cause significant disruption to the rail services, leading to delays for passengers and financial penalties to the industry.
This talk by Dr Quian Fu (Research Fellow, Birmingham Centre for Railway Research and Education, University of Birmingham) will focus on a prototype data model, which enables exploration of the underlying causal factors impacting on weather-related incidents on the rail network in GB context.


Dr Michael Crichton

Wearable, Non-invasive or Continuous medical technologies: the other half of the puzzle

Currently we’re seeing an explosion in the popularity of wearable consumer electronics, which are leading many to question: Why is medical technology not making more use of these? One reason is that whilst our capacity in electronics is improving, our understanding of our body’s interface is still limited. In this presentation I will discuss the complexity of soft tissues and how their composite structure leads to many challenges but also opportunities for new medical technologies. In particular, I will look at how the material behaviour of skin and mucosal tissue provides a great location for sensor development. I will also discuss the development of a novel vaccination technology and how an understanding of skin’s mechanics positioned this technology for translation from basic research to clinical prototypes.


Raw Milk Series

Risk Tradeoffs: Crying over Raw Milk

Humans depend on a diverse, protective microflora of bacteria. Some argue that pasteurisation of milk robs consumers of essential heath benefits. Others worry that raw milk can carry disease bacteria leading to illness or even death. Scientific evidence documents both benefits and risks associated with drinking raw milk, but public health authorities often emphasise on risks. Is this smart?


An Overview of Smart Meter Load Forecasting Techniques
Hesham Al-Ammal

Hesham Al-Ammal teaches Computer Science at the University of Bahrain. He graduated with a BSc from KFUPM, Saudi Arabia; an MSc in Computer Science from Louisiana State University, USA; and a PhD in Computer Science from the University of Warwick, UK. He held several administrative positions at the University of Bahrain, including Director of the Quality Assurance Center (2008-2011), and Dean of the College of Information Technology (2011-2017). His research interests include: algorithms, cyber security, and data analytics.

The presentation will review the latest load forecasting techniques, in the context of different scale and horizons. Today, the competitive energy market demands more accurate forecasting at different scales, ranging from a single smart-meter (end-user) up to a whole power grid system. As a result of this market need, load forecasting is considered today as an essential part of the electricity industry’s planning process.
Load forecasting is not only important for the management of electricity’s generation, transmission, and distribution; but also, is crucial for consumers in order to optimize the use of their home electricity management systems. Although some past reviews investigate load forecasting, but a very few consider all possible scales and horizons. An up to date survey of load forecasting techniques will also will be presented by considering new trends such as distributed load forecasting, cloud computing techniques, real-time, and stream processing algorithms.
The is joint work with Sameem Abdul Kareem and Elham M. Eskandarnia, University of Malaya, Malaysia.


Open Lecture Series: Gerd Gigerenzer

Gerd Gigerenzer is Director of the Harding Center for Risk Literacy at the Max Planck Institute for Human Development in Berlin. He is former Professor of Psychology at the University of Chicago and John M. Olin Distinguished Visiting Professor, School of Law at the University of Virginia. He is also Batten Fellow at the Darden Business School, University of Virginia, and Fellow of the Berlin-Brandenburg Academy of Sciences and the German Academy of Sciences. Awards for his work include the AAAS Prize for the best article in the behavioral sciences and the Association of American Publishers Prize for the best book in the social and behavioral sciences.


EPSRC & ESRC Centre for Doctoral Training (CDT) - Annual Showcase Conference 2018

The Liverpool Institute for Risk and Uncertainty will host on campus the Annual Showcase Conference on Wednesday September 26th. This is supported by EPSRC & ESRC Centre for Doctoral Training (CDT). In this conference our Students will present their research progress to step up onto their PhD status. Further, there will be a poster competition open to all PhD students of the Risk Institute. This is an opportunity to see the current research pursued at the CDT and Institute for Risk and Uncertainty.


Patrick Schwaferts

Imprecise Tuesdays: Robust Bayes Factor.

The Bayes Factor is a Bayesian tool for comparing two hypotheses, which is gaining popularity in psychological research and being suggested to replace classical t-tests. However, the Bayes Factor requires the specification of a prior distribution for the parameter of interest, which cannot be done unambiguously. In many situations, when further research is needed, information is not complete. This problem can be solved in the context of imprecise probabilities by using only the available (incomplete) knowledge. In this approach, a set of prior distributions is used instead of a single prior, yielding a set of Bayes Factor results, which is called the Robust Bayes Factor. In my talk, I will present the result of a project, in which the Bayes Factor was generalized to imprecise probabilities in a two-sample context with normally distributed data. The effect size between the two groups serves as parameter of interest and its prior was modeled as a set of normal distributions.

Liam Adamson

Imprecise Tuesdays: Minimisation of the effect of aleatory uncertainties on dynamic systems by active control using the method of receptances.

This paper presents a method to reduce the effect of uncertainties on dynamic systems by means of active control. In the proposed approach, pole placement is performed iteratively using an optimisation algorithm with an objective function that includes the variance of the real and imaginary part of each of the system’s pole. The method is advantageous in that control gains are calculated using the method of receptances, which eliminates model form uncertainty since only measured receptance data is used. Moreover, variances are extracted through a polynomial chaos expansion, which requires fewer samples as opposed to other techniques. The method is demonstrated numerically on a simple multi-degree-of-freedom system. It is shown that active control can be used in a way that not only places the poles of the system but also reduces their spread. Furthermore, it is shown that it is possible to directly relate uncertainty in the poles to meaningful physical based uncertainty in the structural parameters.


The XXII IMEKO World Congress 2018 in Belfast

Risk related conferences: The XXII World Congress of the International Measurement Confederation (IMEKO)


SIPTA Summer School

The 8th SIPTA Summer School took place in Oviedo (Spain) from 24 to 28 of July, 2018. It introduced both the main theoretical aspects of imprecise probability models and in particular belief functions, as well as their applications on machine learning, decision making and engineering. Leading specialists in these different aspects of imprecise probabilities gave lectures on the main concepts and techniques associated to their area of expertise, in a friendly environment favouring interaction between participants.



REC2018 was the eighth biennial meeting in the Reliable Engineering Computing series. Hosted by the Liverpool Institute for Risk and Uncertainty, the theme was "Computing with Confidence", bringing together engineers and scientists of all kinds from across industrial, academic and governmental institutions.


Liverpool Pint of Science

Pint of Science returned to Liverpool for a second year, as part of an international, three-day festival that will see thousands of scientists simultaneously standing up and telling the public about their research in over 100 cities across 12 countries.

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Open Lecture Series: Risk - Perceptions Versus the Data

As part of the Open Lecture Series, Professor Richard Clegg (Foundation Chief Executive, Lloyd's Register) gives a talk which takes a sideways look at risk from the angle of public perceptions versus reality. It looks at the data behind the hazards and dangers we experience in everyday life, and the psychology of why we seem to accept and tolerate some risks but not others. The talk also compares risks by drawing analogies – for example how many bananas do you need to eat to get the same radiation dose from natural potassium-40 as you do from a dental X-ray?


Open Lecture Series: "Debt strikes back" or the "Return of the Regulator"

As part of the Open Lecture Series, Alex Brazier (Director, Financial Stability Strategy and Risk (FSSR), Bank of England) gives a talk regarding economic risk.


Open Lecture Series: The value of uncertainty in decision making: challenges and lessons learnt from addressing climate change

As part of the Open Lecture Series, Dr Veronica Bowman (Defence Science and Technology Laboratory) gives a talk providing an illustrative scenario examining the theoretical release and spread of a disease within a city, demonstrating both the challenges faced in such a complex scenario and sharing current best practice when communicating with decision makers.


Open Lecture Series: Calculating and Communicating Uncertainty and Risk to Allow Informed Decision Making

As part of the Open Lecture Series, Professor Roger Street (University of Oxford) gives a talk on 'The value of uncertainty in decision making: challenges and lessons learnt from addressing climate change'.


Uncertainty Quantification and Management Special Interest Group: High Value Manufacturing

The Study Group is an opportunity for industry to gain access to UK excellence in the fields of mathematics, statistics, engineering, and computer science. The structure of the Group allows for this to be done in a structured, intense session over three days.