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The increasing digitalization of modern energy systems, together with the large-scale integration of renewable energy sources and distributed energy resources, is generating unprecedented volumes
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networks, or coupled multi-energy systems Proficient in programming, especially in Python; experience with C/C++ is an advantage Interest in scientific software development, large-scale infrastructure
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maximum period of four years.• The anticipated start date is 1 January 2027.• Your monthly scholarship will be determined according to the salary scales for doctoral scholarship holders within KU Leuven’s
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, world models, and hybrid architectures evaluated by capability per parameter, watt and training data. The vision is practical robot intelligence without enormous datasets, large fleets or unrestricted
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, system engineers and AI researchers, with access to state-of-the-art simulation tools, design software, and prototyping infrastructure. You will join the Brussels Photonics (B-PHOT) large research group
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. However, evaluating such architectures at system scale remains a major challenge due to the limitations of conventional software simulation and existing device-level emulation platforms. This PhD project
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physics-based and data-driven methods to support the design and scale-up of these systems. This approach will reduce the need for costly experiments, improve scale-up predictions, and provide confidence
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8 Jul 2026 Job Information Organisation/Company Institute of Biochemistry and Biophysics Polish Academy of Sciences Department Single-Molecule Biophysics Facility Research Field Biological sciences
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computation, on-chip learning, and compute-in-memory (CiM) paradigms that significantly reduce data movement between memory and processing units. However, evaluating such architectures at system scale remains a
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This 3.5-year PhD project is fully funded and only home candidates are eligible. The successful candidate will receive an annual stipend of £25,518 p.a. and tuition fees will be paid. We recommend