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velocity continuity or GNSS-derived velocity estimates. Sensor fusion consistency: aligning pseudorange corrections with complementary sensors, such as inertial navigation systems. Map-based constraints
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-temporal visual transformers - ST-ViT). Fine-tuning foundation models like Cambridge TESSERA and IBM-NASA Prithvi could map the extent of damage to wood stocks. Road maps can be queried (e.g., from PostGIS
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space that the LLM can natively process. Second, a task-specific networking head will replace the LLM’s default language modelling head. This module will map the LLM's output features directly to a
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PhD Studentship: Distributed and Lightweight Large Language Models for Aerial 6G Spectrum Management
with transformer-based architectures. Then, a novel embedding technique will be designed to map high-dimensional wireless network parameters into a compact vector space modelling, where temporal, spatial
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the European Space Agency. The successful candidate will be guided by an expert interdisciplinary team to map spatiotemporal patterns of thermokarst evolution over the 21st century across hillslopes, coasts and