Liquid Biopsy
Analysis of tumour-derived DNA, cells, vesicles or other biomarkers in blood and body fluids to characterise cancer non-invasively.
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Space Weather Forecasting
The observation and prediction of solar and geospace disturbances that can affect satellites, navigation, radio and power systems.
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Topological Data Analysis
Methods that quantify connected components, loops and higher-dimensional voids in data across a range of spatial scales.
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Paleogenomics
The reconstruction and analysis of genomes from ancient biological remains to study populations, evolution and disease through time.
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Semiconductor Lithography
The pattern-transfer processes used to define nanoscale electronic structures repeatedly across semiconductor wafers.
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Turbulence
Irregular, multiscale fluid motion in which nonlinear interactions transport momentum, heat and energy across a hierarchy of eddies.
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Spatial Transcriptomics
Methods that measure gene expression while preserving the locations and neighbourhoods of cells within tissue.
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Quantum Field Theory
The framework that combines quantum mechanics with special relativity by treating particles as excitations of underlying fields.
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Federated Learning
Distributed machine learning that coordinates model training across data holders without centralising their raw records.
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Causal Inference
Statistical and experimental frameworks for estimating how interventions change outcomes rather than merely describing associations.
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Homomorphic Encryption
Cryptographic methods that permit selected computations on encrypted data without first revealing the plaintext.
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Bayesian Inference
A framework for updating probability distributions over unknown quantities when new evidence is observed.
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Microbiome Metagenomics
The culture-independent analysis of collective microbial genomes recovered from an environmental or host-associated sample.
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Quantum Entanglement
How composite quantum systems exhibit correlations that cannot be reproduced by classical local models.
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