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Full programme25

The full conference programme is below:

Wednesday 9 July

12.00-12.30

Registration

12.30-13.30

Lunch

13.30-13.35

Open and Introduction - James Kermode

13.35-14.30

Cohort 6 project overviews
Chair: James Kermode

Maks Diakiewicz, George McKay, Swathi Mahashetti, Luca Seaford, Sean Wu, David Bewicke, Rumesh Sudhaharan, George Simmons, Keyi Wei, Luca Gasparro, James Gulliford, Facundo Costa.

14.30-14.40

Comfort break

14.40-15.40

Cohort 4 presentations: Session 1
Chair: Lakshmi Shenoy

Chantal Baer Computational atomic-level investigation of the Li-metal/Li-argyrodite interface stability
Jacob Eller Machine Learning Excited State Potential Energy Surfaces of Solvated Nile Red with ESTEEM

15.40-16.10

Break with refreshments

16.10-17.10

Cohort 4 presentations: Session 2
Chair: Katarina Blow

Arielle Fitkin Metal-organofluorine interactions and their role in selective metal deposition for next-gen photovoltaics
Vincent Fletcher Thermodynamically Informed Optimal Autonomous MLIP Database Generation

17.10-17.20

Comfort break

17.20

Cohort 5 presentations:Session 1
Chair:Oscar Holroyd

Zahra Bhatti Machine Learning Prediction of Oscillator Strengths for the Generation of UV/Vis Spectra of Explicitly-Solvated Systems
Roman Shantsila (Inter)facing the Bitter Truth: How to Design Better Interfaces in Next-Gen Batteries using Atomistic Simulations Assisted by Machine-Learning
Valdas Vitartas Surrogate Hamiltonians for Gold: From Linear Models to Deep Learning

18.20

Posters, 3d models and objects

19.30

Close for day 1

Thursday 10 July

09.30-10.30

Cohort 4 presentations: Session 3
Chair: Chris Woodgate

Mariia Radova Fine-tuning foundation models of materials interatomic potentials with frozen transfer learning
Joseph
Duque-Lopez
A Multiscale Approach to Modelling Dislocation Loops in Tungsten

10.30-11.00

Break with refreshments

11.00-12.00

Cohort 4 presentations: Session 4
Chair: Jingbang Liu

Anson Lee Ion transport via a travelling wave in a cylindrical guide
Sebastian Dooley Data-driven equation discovery for liquid film flows

12.00-12.10

Comfort break

12.10-13.10

Radu Cimpeanu introduces:
Keynote Lecture,
J.Nathan Kutz, Washington

13.10-14.10

Lunch

14.10-15.00

Life after the PhD
Nick Hine to chair

15.00-15.10

Comfort break

15.10-16.10

Livia Bartók Pártay introduces:
Keynote Lecture,
Natalia Martsinovich, Sheffield

16.10-16.50

Break with refreshments

16.50-18.30

Cohort 5 presentations: Session 2
Chair: Joe Gilkes

Philip Jones Muon Cascade Calculations
YC Wong Machine Learning Multiscale Simulation for Defects in Strongly Correlated Oxides

Matthew Christensen

Quantum Carleman Linearisation of the Vlasov-Maxwell System

18.30

Posters, 3d models and objects

19.30

Conference Dinner

Friday 11 July

Time

What

09.30-11.00

Cohort 4 presentations: Session 5
Chair: Tom Rocke

Fraser Birks New Methods for Atomistic Simulations in Materials Science
Yu Lei Hollow Multi-Slice Electron Ptychography for Simultaneous 3D Structural Imaging and EELS in 4D-STEM

Hubert Naguszewski

Predicting the committor for the 2D Ising model using graph and convolutional neural networks. and Optimal parallelisation strategies for flat histogram Monte Carlo sampling.

11.00-11.30

Break with refreshments

11.30-12.50

Cohort 5 presentations: Session 3
Chair: Peter Lewin-Jones

Yihui Tong Global MHD and Test-Particle simulations of outer radiation belt flux drop-out events
Minerva Schuler A mathematical model for rocking bioreactors using feedback control

Yuji Go

Characteristic scattering exponents for electronic transport in complex thermoelectric materials from ab initio calculations

Nojus Plunge Progress towards phase-field modeling of anisotropic crack propagation using physics-informed deep learning

12.50-13.50

Lunch

13.50

Closing remarks and prizes - James Kermode

14.00

Conference close