15 citations · 16 across the 12 of their papers we have counts for
4 papers · 1 filter
A Multi-Scale Quantum Framework for Evaluating Metal-Organic Frameworks in Carbon Capture
Tom W. A. Montgomery, Adrian Varela-Alvarez, Sam Genway +2
Metal Organic Frameworks (MOFs) are promising materials to help mitigate the effects of global warming by selectively absorbing for direct capture. Accurate quantum…
Excitation Amplitude Sampling for Low Variance Electronic Structure on Quantum Computers
Connor Lenihan, Oliver J. Backhouse, Basil Ibrahim +4
We combine classical heuristics with partial shadow tomography to enable efficient protocols for extracting information from correlated ab initio electronic systems encoded on quan…
Cross-Platform Benchmarking of Near-Term Quantum Optimisation Algorithms
Kieran McDowall, Theodoros Kapourniotis, Christopher Oliver +2
Quantum computers show potential for achieving computational advantage over classical computers, with many candidate applications in combinatorial optimisation. We present an appli…
Pruning Laws for Large Language Models
Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
Scaling up model parameters and training data consistently improves the performance of large language models (LLMs), but at the cost of rapidly growing memory and compute requireme…