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on their potential to forecast disruptions, optimize resource allocation, and improve adaptability in dynamic business environments. It will provide both theoretical advancements and practical recommendations
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they can be used to optimize resource flows and enhance system sustainability. Candidate is required to have computational or modelling skills and forecasting for this topic. Supervisors: Marko Torkkeli (LUT
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DREAM+PLAN: PhD position in grand challenges, regenerative capabilities, and breakthrough innovation
the regenerative capabilities of energy firms, focusing on how they enable breakthrough innovations that promote sustainability. The research will explore how AI, IoT, and cobots, 6G can optimize resource management
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to optimize biomass production systems, develop novel biobased value chains and assess their sustainability holistically to create a novel type of scientist: the bioeconomist. Prior research has indicated