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synthesis (images, text, audio, video), and complex reasoning. Investigate model compression, quantization, and distillation for efficient deployment. High-Performance AI Infrastructure (Infra): Design and
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the internal computations and circuits within large models. Can we reverse-engineer the "algorithms" that a neural network has learned? Value Alignment & AI Ethics: How do we formally define and embed complex
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, identifying emerging trends, and translating complex scientific challenges into actionable research plans. Excellent communication skills (english, spanish and catalan): Exceptional written and verbal
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, identifying emerging trends, and translating complex scientific challenges into actionable research plans. Excellent communication skills (english, spanish and catalan): Exceptional written and verbal
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papers. Requirements: Education: PhD in Physics or related degree Knowledge: Complex oxides (Ferroelectrics, antiferroelectric, nickelates, etc), nanomechanics, photovoltaics, scanning force microscopy
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: We are looking for a highly skilled candidate with extensive experience in: High-resolution chemical and structural analysis of complex organic-inorganic nanomaterials using STEM coupled with EDX and
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Background: An advanced degree (Ph.D. preferred) in Artificial Intelligence, Computer Science, Engineering, or a related field. Leadership Experience: At least 2 years of leadership experience in academic
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complex research questions. ✔ Are professional, goal-oriented, and eager to contribute to scientific innovation. What We Offer ✔ PhD degree (3-4 years) in an internationally recognized research environment
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, composition, and structural complexity. The group integrates Safe and Sustainable by Design (SSbD) and green chemistry principles from early development stages to guide responsible innovation across materials
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are not limited to: Machine Intelligence, AI for Science, Scientific Computing, Robotics, Complex Systems Modeling, Control, and Decision Making, Autonomous Agent and Multi-Agent Learning, Computational