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, which means the thesis must be submitted by the role’s starting date) in an appropriate field (e.g. architecture, civil engineering, energy, energy in buildings, community energy). PhD equivalence is
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the architecture of multi-trophic ecological interaction networks to the impacts of invasive plant species on ecosystem multifunctionality to inform approaches for ecological restoration. The ideal candidate will
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Qualifications Research experience with unsupervised and weakly supervised CNN and RNN architectures such as GANs, contrastive Learning, multiple instance learning, and transformer models Experience with
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Columbia University may apply - Coursework in architecture or other department with significant experience in 3D making - Demonstrated proficiency with 3D design and creative making technologies and
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Architecture, Marine Engineering, Mechanical Engineering or related field. Proficiency in hydrodynamic modeling tools (e.g., ANSYS/Star CCM/Fluent/Open Foam etc.) and finite element analysis software (e.g
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oldest public university, is recognized for its striking red brick Georgian-style architecture and tree-shaded lawns. Take a Virtual Tour from our website.” Connections working at Miami University More
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advanced communication technologies (e.g., 5G) for industrial automation and remote operations. Desirable: Experience with open process control architectures. Familiarity with advanced communication
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, cloud computing, and distributed architectures, to enable efficient analysis of large-scale biomedical datasets. Collaborate with clinical and academic partners, both internally and externally, to ensure
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., MLflow, Kubeflow, Metaflow). Experience training or fine-tuning large language models (LLMs) such as LLaMA, GPT, or similar architectures on clinical or biomedical text, with a focus on concept extraction
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. The planned PhD research topic will explore techniques to handle protected data in digital twin architectures. To explore and investigate this topic, the project will combine formal methods, programming