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migration suffer mechanical stress. This causes deformation of the largest organelle, the nucleus, and loss of nuclear integrity, thus inducing DNA damage. Physical compression can even promote genetic
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, including nanoscale mechanical or electrical characterisation modes Experience with multimodal characterisation: SEM/TEM, rheology, FTIR, XPS, XRD, confocal imaging Practical experience in the fabrication
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) learning numerical methods for wave-equation-based processing, imaging, and inversion. Wave phenomena are ubiquitous in science, and they extend to objectives ranging from global Earth discovery, to natural
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, scRNA-sequencing, bioinformatics, qRT-PCR, Immunoblotting, proteomics and metabolomics, and Immunocytofluorescence, 3D-imaging (micro-CT and light sheet), primary cell isolation and culture, cell energy
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geometry, temporal generalization). Computational measures of visual information (e.g., image statistics/compressibility proxies, deep network features, object/scene representations). Position Summary
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computing, data analysis and visualization, computational imaging and spectroscopy, AI and compressive sensing, and quantum computing to develop robust solutions that bridge theoretical frameworks with real
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develop new techniques for optimisation/modification of the laser pulse parameters, such as pulse focusing, filamentation, chirping, and temporal compression. Validate computational codes and implement
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development on LLM inference, including model optimization, quantization, model compression, batching, caching, and accelerated serving techniques. Design and implement experimental frameworks, benchmarking
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new techniques for optimisation/modification of the laser pulse parameters, such as pulse focusing, filamentation, chirping, and temporal compression. Validate computational codes and implement
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. However, for structural use, ensuring high resistance to tensile rupture is critical: like most cemented materials, these media are strong in compression but weak in traction, so tension induced by buckling