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, design, and validation of data-driven models for managing Demand Responsive Transport systems. The approach will be geared toward developing flexible, scalable, and interoperable solutions that can be
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Experience with deep learning frameworks such as PyTorch or TensorFlow Exposure to AI-enabled scientific workflows that couple simulation with data-driven modeling, including emerging approaches involving
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Join ABC Labs and KTH as an Industrial PhD Student to build data-driven models of human biology with multimodal health data — interdisciplinary impact, real-world healthcare. About the role We
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applied research on AI-driven and AI-enhanced industrial energy systems optimization modeling, material flow analysis, and supply chain analysis of industrial commodities and critical materials
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Posting Summary Logo Posting Number FAC00161PO24 Advertised Title Assistant Professor - Data-driven Modeling and Simulation Campus Columbia College/Division College of Arts and Sciences Department
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Posting Summary Logo Posting Number FAC00179PO23 Advertised Title Assistant Professor - Data-driven Modeling and Simulation of Complex Systems Campus Columbia College/Division College of Arts and
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are computationally expensive, making them clinically impractical at scale. The solution lies in image-based, data-driven (AI) models that learn to predict personalised fracture risk directly from routine bone-density
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alloys, carbon-based composites, and solid-state-biomolecule hybrid structures. Our data-driven development uses cheminformatics methodologies combined with machine learning methods to produce predictive
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in the research project - “Towards efficient stamp forming of thermoplastic composites through data-driven thermo-mechanical modelling”. Qualifications Applicants should have a doctoral degree or an
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, with expertise in dynamic/data-driven modeling, optimization, Aspen, COMSOL, or CFD b. Techno-economic analysis (TEA) & life-cycle assessment (LCA) for chemical, energy, or biomanufacturing processes