Dr Laurence Aitchison
Current positions
Senior Lecturer
School of Engineering Mathematics and Technology
Contact
Press and media
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Projects and supervisions
Research projects
Future Rainfall and Flood Extremes (FURFLEX)
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/10/2024 to 30/09/2028
8030 Royal Society RGS\R2\202316
Principal Investigator
Managing organisational unit
Dates
24/11/2020 to 23/10/2021
Thesis supervisions
Through the AI of the Storm
Supervisors
Post-processing East African precipitation forecasts using a generative machine learning model
Supervisors
Action gradients for motor learning in neuroscience and artificial intelligence
Supervisors
Methods failing the data, data failing the methods
Supervisors
Generative machine learning emulation of km-scale regional climate simulations
Supervisors
Active Inference for Tactile Sensor Control
Supervisors
Publications
Recent publications
28/04/2025Residual Stream Analysis with Multi-Layer SAEs
LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)
Postprocessing East African Rainfall Forecasts Using a Generative Machine Learning Model
Journal of Advances in Modeling Earth Systems
Relating Human Error–Based Learning to Modern Deep RL Algorithms
Neural Computation
Jacobian Sparse Autoencoders
Jacobian Sparse Autoencoders
Learning to Skip the Middle Layers of Transformers
Learning to Skip the Middle Layers of Transformers
