
Wed 18 Jun 16:00: Decadal changes in Southern Ocean Water Masses inferred from observations
In this talk I will present how using a combination of data-driven and machine learning methods we infer a slowdown of Antarctic bottom water (AABW) and an expansion and poleward shift of Circumpolar Deep Water (CDW). In particular, I will present analyses based on four decades of CFCs and SF6 observations to reconstruct global tracer budgets and infer decadal variability of deep ocean circulation and tracer ventilation rates.
- Speaker: Laura Cimoli, University of Cambridge
- Wednesday 18 June 2025, 16:00-17:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Birgit Rogalla.
Wed 02 Jul 14:00: TBD
Abstract not available
- Speaker: Hilde Oliver, Woods Hole Oceanographic Institution
- Wednesday 02 July 2025, 14:00-15:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Yohei Takano.
Wed 02 Jul 13:00: Bradford Hill Seminar – The Cancer Loyalty Card Study (CLOCS), aiming to help reduce the delays in cancer diagnosis using transaction data
The Cancer Loyalty Card Study (CLOCS), aiming to help reduce the delays in cancer diagnosis using transaction data
Professor James Flanagan, Professor of Cancer Informatics at Imperial College London
Register to attend: Please note this will be a free hybrid seminar, with the option to attend in-person (Large Seminar Room, East Forvie Building, Forvie Site, Robinson Way, Cambridge CB2 0SR ) or virtually (via Teams).
No registration is required to attend in person.
Register in advance to attend this seminar online at:
https://events.teams.microsoft.com/event/9d02ab32-b2e7-4bdb-9b33-ad126d573679@49a50445-bdfa-4b79-ade3-547b4f3986e9
Abstract: The first Cancer Loyalty Card Study (CLOCS) project revealed that ovarian cancer patients begin buying over-the-counter medications months before seeing a doctor, suggesting a missed opportunity for earlier diagnosis. This research opens new conversations about how everyday data might support earlier cancer detection, and what it takes for the public to feel comfortable sharing that data.
About Professor Flanagan: Dr James Flanagan, completed his PhD in 2002 at the Queensland Institute of Medical Research in Brisbane, Australia, and has pursued postdoctoral work in Cancer Genetics, Epigenetics and Cancer Epigenetics. He was awarded a Breast Cancer Campaign Scientific Fellowship (Imperial, 2009-2014) and Senior Lecturer (2014-2019) and is now Reader in Epigenetics (2019-present) in the Division of Cancer, Dept. of Surgery and Cancer, Faculty of Medicine at Imperial College London.
He was awarded the British Association of Cancer Research Translational Researcher Award in 2011 and the prestigious DataIQ award in 2023 for his work using Shopping Loyalty Cards for early detection of ovarian cancer.
He is the principal investigator (PI) for the OCA funded programme “Risk and Prevention” and PI of the CRUK funded project “Cancer Loyalty Card Study (CLOCS)” In 2021 he was appointed as the Director of the MRes Cancer Biology.
About the Bradford Hill seminars: The Bradford Hill seminar series is the principal series of The Cambridge Population Health Sciences Partnership, in collaboration with the PHG Foundation. This comprises the Departments of Public Health & Primary Care, MRC Biostatistics Unit and MRC Epidemiology Unit at the University of Cambridge, bringing together a multi-disciplinary partnership of academics and public health professionals. The Bradford Hill seminar programme of internationally recognised speakers covers topics of broad interest to our public health research community. It aims to transcend as well as connect the activities of our individual partners.
All are welcome at our Bradford Hill seminars.
- Speaker: Professor James Flanagan, Imperial College London
- Wednesday 02 July 2025, 13:00-14:00
- Venue: Large Seminar Room, East Forvie Building, Forvie Site Robinson Way Cambridge CB2 0SR..
- Series: Bradford Hill Seminars; organiser: Paul Browne.
Wed 18 Jun 16:00: Decadal changes in Southern Ocean Water Masses inferred from observations
In this talk I will present how using a combination of data-driven and machine learning methods we infer a slowdown of Antarctic bottom water (AABW) and an expansion and poleward shift of Circumpolar Deep Water (CDW). In particular, I will present analyses based on four decades of CFCs and SF6 observations to reconstruct global tracer budgets and infer decadal variability of deep ocean circulation and tracer ventilation rates.
- Speaker: Laura Cimoli (University of Cambridge)
- Wednesday 18 June 2025, 16:00-17:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Birgit Rogalla.
Mon 21 Jul 14:00: Starve or Share? Legume phosphate status is fundamental for root nodule symbiosis
Abstract not available
- Speaker: Dr Oswaldo Valdes-Lopez, Functional Genomics of Legumes UNAM. Mexico
- Monday 21 July 2025, 14:00-15:00
- Venue: Sainsbury Laboratory Cambridge University Auditorium - 47 Bateman Street and online (contact events@slcu.cam.ac.uk for Zoom link).
- Series: Sainsbury Laboratory Seminars; organiser: Sainsbury Laboratory.
Thu 12 Jun 12:00: How to study the tropical atmospheric dynamics with a shallow-water model?: Gill and Lindzen-Nigam formulations
Abstract not available
- Speaker: Jun Ichi-Yano, Météo-France
- Thursday 12 June 2025, 12:00-13:00
- Venue: MR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.
- Series: DAMTP Atmosphere-Ocean Dynamics; organiser: phh1.
Fri 06 Jun 16:00: Numerical simulations of multiphase flows with various complexities
Multiphase flows are of central importance to a wide range of industrial applications and environmental settings. Examples of these include mixing in stirred vessels and static mixers, flows in micro-channels and microfluidics devices, falling films for CO2 capture, and aerosol formation via bubble bursting through interfaces in the oceans. Some of these flows feature the presence of surface-active agents (surfactants), present either by design or as contaminants. Furthermore, multiphase flows are often punctuated by topological transitions related to the coalescence of dispersed drops or bubbles, and the breakup of threads or ligaments. Here, we provide a few examples of interest to the JFM community but focus on drop impact on hydrophobic substrates in the presence of surfactants above the critical micelle concentration. Our model accounts for the spatio-temporal evolution of the surfactants along the interface and within the bulk; the bulk and interfacial species are fully-coupled via sorptive fluxes. Micellar formation and breakup are also accounted for, and the surfactant dynamics are coupled to the flow through the dependence of the surface tension on the local interfacial surfactant concentration. Our numerical procedure is based on the use of a hybrid interface-tracking/level-set approach. The results of our parametric study help identify the various physical mechanisms underlying the observed flow phenomena.
- Speaker: Prof Omar Matar, Imperial College London
- Friday 06 June 2025, 16:00-17:00
- Venue: https://cassyni.com/s/fmws.
- Series: Fluid Mechanics (DAMTP); organiser: Professor Grae Worster.
Wed 04 Jun 13:00: The Australian Antarctic Program Partnership (AAPP) Biogeochemistry Project: Understanding the changing Southern Ocean carbon cycle
The Australian Antarctic Program Partnership (AAPP) is focused on understanding the nature and impacts of Southern Ocean Change. The Biogeochemistry Project, one of the seven complementary initiatives within the AAPP , combines observations, models and data syntheses to understand changes in the Southern Ocean carbon cycle. This work is undertaken in collaboration with other government agencies, national infrastructure programs, and academic institutions, and highlights the use of essential ocean observations and models to improve understanding and deliver impact. An overview of recent field programs will be presented, along with new work to quantify the uptake and storage of anthropogenic CO2 in the ocean, to validate estimates of ocean carbon export from autonomous platforms, and to improve model representation of air-sea CO2 exchange.
- Speaker: Elizabeth H. Shadwick, CSIRO Environment
- Wednesday 04 June 2025, 13:00-14:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Birgit Rogalla.
Tue 24 Jun 14:00: The statistical challenges in tackling persistent climate model uncertainty through model-observation comparisons. https://teams.microsoft.com/l/meetup-join/19%3ameeting_OWJjY2ViNjktOWZjMS00NGJmLWI5MTUtNTYxM2E5MTgyMTQ1%40thread.v2/0...
Abstract: The effects of aerosols on the Earth’s energy balance since pre-industrial times (aerosol radiative forcing) has significantly and repeatedly dominated the uncertainty in reported estimates of global temperature change from the IPCC . The magnitude of aerosol radiative forcing of climate over the industrial period is estimated to lie between about -2 and -0.4 W m-2, compared to a much better understood forcing of 1.6 to 2.0 W m-2 due to CO2 . In this seminar, past efforts to quantify the range of possible aerosol forcings predicted from an aerosol-climate model that are caused by parametric uncertainty, and to constrain that forcing uncertainty through model-observation comparison using extensive aerosol and cloud-based measurements from ships, flight campaigns, satellites and ground stations, will be discussed. We find that despite a very large reduction in plausible parameter space and reasonable constraint on observable properties, the observational constraint based on this comprehensive set of measurements only partially reduces the range of aerosol radiative forcings from our model. In the NERC project ‘Towards Maximum Feasible Reduction in Aerosol Forcing Uncertainty’ (Aerosol-MFR), several key statistical challenges highlighted from this work are being addressed in order to improve the model-observation comparison process for uncertainty constraint. This includes optimising the way observational constraints are applied, designing new approaches for reducing error compensation effects and using the PPE to identify and characterise model structural errors. Preliminary results from the project so far will be outlined, along with further plans to tackle this important problem.
Biography: Dr Jill Johnson is a Lecturer in Statistics in the School of Mathematical and Physical Sciences at the University of Sheffield. Her research interests are in the development and practical application of statistical methods to quantify, assess and then reduce uncertainty in large-scale complex models of real-world systems, with a focus on problems in environmental science. Prior to joining Sheffield in August 2021, Jill worked as an applied statistician / research associate for over 8 years in the aerosol research group at the Institute for Climate and Atmospheric Science, University of Leeds, where her work focussed on the quantification and constraint of key uncertainties in models of the atmosphere and climate. Her current research builds on this work, including the NERC research project ‘Towards Maximum Feasible Reduction in Aerosol Forcing Uncertainty (Aerosol-MFR)’.
https://teams.microsoft.com/l/meetup-join/19%3ameeting_OWJjY2ViNjktOWZjMS00NGJmLWI5MTUtNTYxM2E5MTgyMTQ1%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%228b208bd5-8570-491b-abae-83a85a1ca025%22%7d
- Speaker: Dr Jill S Johnson; School of Mathematical and Physical Sciences, University of Sheffield, UK
- Tuesday 24 June 2025, 14:00-15:00
- Venue: Chemistry Dept, Unilever Lecture Theatre and Teams.
- Series: Centre for Atmospheric Science seminars, Chemistry Dept.; organiser: Yao Ge.
Wed 04 Jun 14:00: The Australian Antarctic Program Partnership (AAPP) Biogeochemistry Project: Understanding the changing Southern Ocean carbon cycle
The Australian Antarctic Program Partnership (AAPP) is focused on understanding the nature and impacts of Southern Ocean Change. The Biogeochemistry Project, one of the seven complementary initiatives within the AAPP , combines observations, models and data syntheses to understand changes in the Southern Ocean carbon cycle. This work is undertaken in collaboration with other government agencies, national infrastructure programs, and academic institutions, and highlights the use of essential ocean observations and models to improve understanding and deliver impact. An overview of recent field programs will be presented, along with new work to quantify the uptake and storage of anthropogenic CO2 in the ocean, to validate estimates of ocean carbon export from autonomous platforms, and to improve model representation of air-sea CO2 exchange.
- Speaker: Elizabeth H. Shadwick, CSIRO Environment
- Wednesday 04 June 2025, 14:00-15:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Birgit Rogalla.
Wed 11 Jun 14:00: Exploring the Impact of Changing Overturning Circulation on Carbon Storage due to the Biological Carbon Pump: An Idealised Modelling Approach
Compelling evidence indicates that ocean circulation is undergoing significant changes due to global warming. These changes include reduced ocean ventilation caused by increased stratification and the weakening of the Atlantic Meridional Overturning Circulation (AMOC). Consequently, this will alter carbon, oxygen, heat and nutrient distribution, and will therefore affect primary production and, by extension, the biological carbon pump. Due to the ocean’s huge capacity for carbon storage, it is imperative that we understand the consequences of these changes.
To examine how ocean ventilation influences the biological carbon pump and overall oceanic carbon storage, an idealised box model of ocean carbon and heat uptake is extended to include biological processes and nutrient cycling. The model includes a thermocline with a dynamically controlled thickness and meridional overturning circulation, both of which vary with increasing temperatures, determining the extent of ocean ventilation. This model, previously employed to analyse the ocean’s carbon and thermal response to anthropogenic emissions, is now adapted to explore the effects of changing overturning on the biological carbon pump. A simple nutrient-phytoplankton-zooplankton-detritus (NPZD) biological model is introduced to simulate the role of macronutrient concentrations on phytoplankton and zooplankton growth. Simulations are conducted under scenarios of both constant and changing circulation to investigate the impacts of slower circulation on the biological carbon pump and its contribution to oceanic carbon storage.
- Speaker: Elisavet Baltas, University of Cambridge
- Wednesday 11 June 2025, 14:00-15:00
- Venue: BAS Seminar Room 2.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Yohei Takano.
Wed 11 Jun 14:00: Title to be confirmed
Abstract not available
- Speaker: Elisavet Baltas, University of Cambridge
- Wednesday 11 June 2025, 14:00-15:00
- Venue: BAS Seminar Room 2.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Yohei Takano.
Tue 10 Jun 11:00: Global modelling of ice-nucleating particles and their impact on cirrus clouds and the climate system https://teams.microsoft.com/l/meetup-join/19%3ameeting_MmUxMWIxYTgtZDM3OS00MTYzLTg1NGQtYzEzNWZhZDRhNDlh%40thread.v2/0?context=%7b...
Abstract: Ice-nucleating particles (INPs) have important influences on cirrus clouds and the climate system; however, the understanding of their global impacts is still uncertain. We perform numerical simulations with a global aerosol–climate model to analyse INP -induced cirrus modifications and the resulting climate impacts. We evaluate various sources of uncertainties, e.g. the ice-nucleating ability of INPs and the role of model dynamics, and provide a new estimate for the global INP –cirrus effect.
Biography: Study of Physics (Bachelors and Masters) at Ludwig Maximilian University of Munich (2010-2016) PhD student at the German Aerospace Center (DLR); Institute of Atmospheric Physics, Earth System Modelling Department, Oberpfaffenhofen (2017-2021); Dissertation title: “Global modelling of ice nucleating particles and their effects on cirrus clouds” Postdoc at DLR (since 2021)
https://teams.microsoft.com/l/meetup-join/19%3ameeting_MmUxMWIxYTgtZDM3OS00MTYzLTg1NGQtYzEzNWZhZDRhNDlh%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%228b208bd5-8570-491b-abae-83a85a1ca025%22%7d
- Speaker: Dr. Christof Beer
- Tuesday 10 June 2025, 11:00-12:00
- Venue: Chemistry Dept, Unilever Lecture Theatre and Teams.
- Series: Centre for Atmospheric Science seminars, Chemistry Dept.; organiser: Yao Ge.
Tue 27 May 11:00: When fire plumes glow in the dark: Tracing organic aerosol chemical regime dominance clues via light-absorbing species https://teams.microsoft.com/l/meetup-join/19%3ameeting_MWYzYmRiMDctNzNkNi00N2JmLTk4NDUtYzBiMDM4YjgyNjI1%40thread.v2...
Abstract: Wildfire events have increased in frequency in recent years, especially in regions dominated by elevated temperatures, dry and windy conditions (Donahue et al., 2009; Hodshire et al., 2019). During such events, the generated fire plume contains a mixture of gaseous and particulate species (Figure 1), driving the chemical processing both during the initial and aging stage (Hodshire et al., 2019). Organic aerosols (OA) comprise a large portion of the available chemical species inside a fire plume and their evolution is primarily determined by two competing regimes (Garofalo et al., 2019): (1) oxidation-driven condensation and (2) dilution-driven evaporation. Key components of OA are light-absorbing species (LAS), notably black and brown carbon. Although LAS are not a traditional metric of OA chemical regime identification, their concentrations, together with key gas-phase tracers and water soluble organic carbon, provide crucial insights into the dominant in-plume chemical regime. We evaluated the relationship between fuel type, LAS levels, and fire tracers to assess their connection regime prevalence. Data obtained from the 2019 FIREX -AQ campaign (Warneke et al. 2022) were used to analyse 13 fire plumes across seven flights in late July and early August over the northwestern United States. All flights were conducted at night, restricting the sunlight-driven photochemistry and thus quenching rapid oxidation by hydroxyl radicals. Thus, the fuel composition emerges as the primary driver of LAS and OA regime evolution within the fire plumes.
Biography: Dr. Eleni Dovrou is currently a Postdoctoral Researcher at the Technical University of Crete in the School of Environmental and Chemical Engineering in the Atmospheric Environment and Climate Change Laboratory (Voulgarakis Group). She is an environmental engineer with specialization in atmospheric chemistry and health effects. She obtained her PhD from Harvard University (Keutsch Group), where she focused on molecular level reactions in the troposphere. Upon completion of her PhD, in 2020, she worked as a Postdoctoral Fellow at the Max Planck Institute of Chemistry (Poeschl Group) focusing on laboratory and modeling studies of the effect of atmospheric reactive species on the respiratory and circulatory system. In 2022 she obtained a Postdoc position at the Foundation for Research and Technology Hellas (Pandis Group), where she worked on indoor air quality. She has experimental, field and modeling experience. Her current research focuses on understanding the effect of extreme events, and especially fires, targeting the potential chemical mechanisms that dominate and influence future air quality. Starting this fall, she will be an Assistant Professor in Chemistry at the University of Crete.
https://teams.microsoft.com/l/meetup-join/19%3ameeting_MWYzYmRiMDctNzNkNi00N2JmLTk4NDUtYzBiMDM4YjgyNjI1%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%228b208bd5-8570-491b-abae-83a85a1ca025%22%7d
- Speaker: Dr. Eleni Dovrou, Technical University of Crete
- Tuesday 27 May 2025, 11:00-12:00
- Venue: Chemistry Dept, Unilever Lecture Theatre and Teams.
- Series: Centre for Atmospheric Science seminars, Chemistry Dept.; organiser: Yao Ge.
Tue 13 May 11:00: Interpreting multimodel ensembles https://teams.microsoft.com/l/meetup-join/19%3ameeting_OTFiNjIwOTctZGZmNC00MDk3LWEyMDAtZTVmMGZkYmU1NTg2%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a...
Abstract: Ensembles of simulations from multiple climate models (‘simulators’) underpin much of our understanding of the climate system, and in particular the potential evolution of future climate in response to different scenarios of socioeconomic development and the associated greenhouse gas emissions. No simulator is perfect, however; and ensemble outputs contain structured variation reflecting simulator inter-relationships, as well as shared discrepancies between the simulators and the real climate system. This structure must be accounted for when using ensembles to learn about aspects of the real climate, especially when defensible assessments of uncertainty are needed to support decision-making. This talk will discuss the issues involved, and describe a statistical framework for addressing the problem. A theoretical analysis leads to a mathematical result with major implications for the design and analysis of multimodel ensembles; whilst the practical application of the framework will be demonstrated using future climate projections for the United Kingdom from two contrasting ensembles (UKCP18 and EuroCORDEX). These ensembles have different structures and properties: the approach is shown to reconcile the substantial differences between the original ensemble outputs, in terms of both the real-world climate of the future and the associated uncertainties.
Biography: Richard is a Professor in the Department of Statistical Science at University College London, where he has worked since completing his PhD at UMIST in 1994. He has extensive experience of developing and applying statistical methods for the environmental sciences. Particular interests include the analysis of time series and space-time data, with application areas including hydrology and the impacts of climate change. Other areas of interest include the assessment of uncertainty when interpreting model outputs; the use of mis-specified models; and the use of nonprobability samples to draw population inferences in ecology.
https://teams.microsoft.com/l/meetup-join/19%3ameeting_OTFiNjIwOTctZGZmNC00MDk3LWEyMDAtZTVmMGZkYmU1NTg2%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%228b208bd5-8570-491b-abae-83a85a1ca025%22%7d
- Speaker: Prof Richard Chandler, UCL
- Tuesday 13 May 2025, 11:00-12:00
- Venue: Chemistry Dept, Unilever Lecture Theatre and Teams.
- Series: Centre for Atmospheric Science seminars, Chemistry Dept.; organiser: Yao Ge.
Mon 12 May 13:00: CCfCS Polar Symposium
PROGRAMME : https://tinyurl.com/4mnf673f
The Cambridge Centre for Climate Science (in collaboration with the Institute of Computing for Climate Sciences, the British Antarctic Survey and the UK Polar Network) is inviting you to join the CCfCS Polar Symposium 2025. The aim of this event is to connect polar and climate researchers in Cambridge (in both science and humanities) and provide an overview of the work at Cambridge which contributes to understanding and mitigating climate change.
This will be an afternoon of talks from a variety of research institutions and departments in Cambridge, followed by a poster session and workshop aimed at early-career researchers. The event will be a great opportunity to find new collaborators and meet like-minded people interested in polar science and climate change across Cambridge. Early career researchers are particularly encouraged to participate.
Event details:
- When: Monday 12th May 2025 13:00-18:00
- Where: British Antarctic Survey, Conference Theatre
- Registration fee: Free!
- If you wish to attend (presenting or not) please register here: https://forms.gle/kCLv1QWixdfmKb4ZA
If you are interested in presenting a talk or poster, please provide a title and brief abstract in the registration form. The talks should be short (10-15 mins) and accessible to an interdisciplinary audience. In-person attendance is recommended, as the poster session and catering will only be available in-person, however the talks will be also streamed online for anyone unable to attend in-person. We will provide a more detailed schedule once we have collected all the abstracts. The day will include free hot drinks, cake and snacks, and the event will be followed by a social (TBC).
Abstract deadline: Monday 21st April 2025, 17:00
We look forward to seeing you soon! The Organising Committee Polina, Tarkan, Birgit and Sophie
- Speaker: Speaker to be confirmed
- Monday 12 May 2025, 13:00-18:00
- Venue: British Antarctic Survey, Aurora Conference Room.
- Series: Cambridge Centre for Climate Science; organiser: Polina Sevastyanova .
Wed 07 May 14:00: Reconstructing wintertime seawater pCO2 on the data-barren shelf of the western Weddell Sea based on summertime bottom water measurements
The dense waters formed on the broad shelf of the western Weddell Sea are a source of Weddell Sea Bottom Water (WSBW), which transports anthropogenic CO2 along the continental slope to the bottom of the ocean. Our updated time series shows a positive trend of carbon in WSBW . To understand the drivers for this pathway for carbon sequestration, we need to understand the processes affecting carbon concentrations in shelf waters at the time of dense water formation, which is predominantly during sea ice formation in winter. Unfortunately, wintertime marine observations are particularly scarce in the western Weddell Sea. We are therefore testing a method that reconstructs the seawater partial pressure of CO2 (pCO2) representative of wintertime conditions in this dense-water formation region, using carbonate chemistry observations made in WSBW in the summer. Results suggest that atmospheric CO2 uptake is the main driver of increasing carbon in WSBW , and thus that equilibration of surface seawater with the atmosphere is possible despite year-round sea ice cover in this region.
- Speaker: Elise Droste (University of East Anglia)
- Wednesday 07 May 2025, 14:00-15:00
- Venue: BAS Seminar Room 1.
- Series: British Antarctic Survey - Polar Oceans seminar series; organiser: Dr Birgit Rogalla.
Fri 30 May 14:00: PhD Students' talks
Abstract not available
- Speaker: Speakers listed in abstract in due course
- Friday 30 May 2025, 14:00-17:00
- Venue: MR3.
- Series: Fluid Mechanics (DAMTP); organiser: Professor Grae Worster.
Fri 30 May 14:00: PhD Students' talks
Abstract not available
- Speaker: Speakers listed in abstract in due course
- Friday 30 May 2025, 14:00-17:00
- Venue: MR2.
- Series: Fluid Mechanics (DAMTP); organiser: Professor Grae Worster.
Fri 16 May 16:00: Can AI weather and climate emulators predict out-of-distribution gray swan extreme events?
Artificial intelligence (AI) is transforming weather and climate modeling. For example, neural network-based weather models can now outperform physics-based models for up to 15-day forecasts at a fraction of the computing time. However, these AI models have challenges with learning the rarest yet most impactful weather extremes, particularly the gray swans (i.e., physically possible events so rare they have never been seen in the training set). They also poorly learn multi-scale chaotic dynamics. I will discuss some of these challenges, as well as some of the surprising capabilities of these models, e.g., transferring what they learn from one region to another for dynamically similar event. I will present ideas around integrating tools from applied math, climate physics, and AI to address some of these challenges and make progress. In particular, I will discuss the use if rare event sampling algorithms and the Fourier transform and adjoint of the deep neural networks.
- Speaker: Prof Pedram Hassanzedeh, University of Chicago
- Friday 16 May 2025, 16:00-17:00
- Venue: MR2.
- Series: Fluid Mechanics (DAMTP); organiser: Professor Grae Worster.