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technologies, health and climate. We are a multi-cultural and cross-disciplinary team. You will train in AI applications with experienced developers, meet our global network of collaborators, join us at
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) of the laboratory of analytical chemistry and circular economy research platform, as well as maintaining and developing the mini-pilot laboratory. The mini-pilot laboratory is a research environment where chemical
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sustainable and reliable thin films. We expect you to develop chemical thin-film deposition processes such as atomic layer deposition (ALD), chemical vapor deposition (CVD), metal-organic CVD, plasma-assisted
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collaborators. Your work will develop algorithms, inference methods, and frameworks to adapt models from training data to test environments, which is necessary to resolve distribution shifts, hidden confounders
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Finland is likely to increase due to climate change. To prepare for these risks, we need to assess the likelihood of spread of these organisms to Finland and the suitability of the Finnish climate to them
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effects on microbiological and chemical hazards as well as on nutrient intake. Conducting comprehensive risk-benefit assessments requires the continuous development of assessment methods, both
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. The expansion of the Fineli composition database concerns information on harmful substances, which requires the development of entirely new implementation models. In addition to existing research data from
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these changes affect ecosystem functions. To extend these analyses to new types of data and questions, we develop state-of-the-art hierarchical Bayesian methodology. We also actively apply our research to more
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these changes affect ecosystem functions. To extend these analyses to new types of data and questions, we develop state-of-the-art hierarchical Bayesian methodology. We also actively apply our research to more
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of Finland project, Early Evolution of Magnetic Sheaths and their Space-Weather Impact on near-Sun Planets (EMSWIP), led by Dr. Ranadeep Sarkar. The preferred start date is February 2026, but later dates