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of the training data. Hardware vendors have begun to design specialised hardware accelerators that can perform very efficiently a limited range of operations using low-precision formats such as FP8, binary16
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of laboratories for synthesis, electrochemistry and battery scale-up, which boast cutting-edge facilities for accelerating material developments at laboratory scale into pilot line validation. School
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from both natural and anthropogenic sources. Given methane’s role as a potent greenhouse gas, and its recent acceleration in concentration, improving constraints on its chemical removal through oxidation
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-mechanical phase-field model incorporating hydrogen diffusion, mechanical degradation, and fracture evolution. - Employ physics-informed neural networks (PINNs) to infer hidden fields and accelerate
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research will contribute to the accelerated discovery and optimisation of next-generation materials, with the flexibility to focus on applications such as advanced battery cathodes, nuclear waste
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. Increased additions of impurities like iron or deliberate additions like copper and nickel can be detrimental to corrosion resistance particularly in the accelerated tests used for qualification with
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pathways to overcome these limitations and accelerate nanomaterial discovery. Aims and Methods The aim of this project is to develop a self-driving platform capable of synthesising block copolymer
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formulation. These models will enable rapid scenario testing, predictive analysis, and early decision-making, thereby reducing experimental workload and accelerating development timelines. Life cycle assessment
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voluntary sectors. JUST seeks to accelerate a just transition through coordinating research into action at all levels of society, to understand what works, where, why, and for whom. This PhD offers
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; EPSRC Centre for Doctoral Training in Green Industrial Futures | Edinburgh, Scotland | United Kingdom | 2 months ago
, conducted in collaboration with BASF and Heriot-Watt University. The initial study utilised advanced flow chemistry techniques to accelerate the biodegradation of BASF-supplied polymers, employing size