Search Results - "Elliott, Thomas J"

Memory-efficient tracking of complex temporal and symbolic dynamics with quantum simulators by Elliott, Thomas J, Garner, Andrew J P, Gu, Mile

“…Tracking the behaviour of stochastic systems is a crucial task in the statistical sciences. It has recently been shown that quantum models can faithfully…”
Get full text

Implementing quantum dimensionality reduction for non-Markovian stochastic simulation by Wu, Kang-Da, Yang, Chengran, He, Ren-Dong, Gu, Mile, Xiang, Guo-Yong, Li, Chuan-Feng, Guo, Guang-Can, Elliott, Thomas J.

“…Complex systems are embedded in our everyday experience. Stochastic modelling enables us to understand and predict the behaviour of such systems, cementing its…”
Get full text

Quantum Adaptive Agents with Efficient Long-Term Memories by Elliott, Thomas J., Gu, Mile, Garner, Andrew J. P., Thompson, Jayne

“…Central to the success of adaptive systems is their ability to interpret signals from their environment and respond accordingly—they act as agents interacting…”
Get full text

FcMBL magnetic bead-based MALDI-TOF MS rapidly identifies paediatric blood stream infections from positive blood cultures by Kite, Kerry Anne, Loomba, Sahil, Elliott, Thomas J, Yongblah, Francis, Lightbown, Shanda L, Doyle, Thomas J, Gates, Lily, Alber, Dagmar, Downey, George A, McCurdy, Michael T, Hill, James A, Super, Michael, Ingber, Donald E, Klein, Nigel, Cloutman-Green, Elaine

“…Rapid identification of potentially life-threatening blood stream infections (BSI) improves clinical outcomes, yet conventional blood culture (BC)…”
Get full text

Causal Classification of Spatiotemporal Quantum Correlations by Song, Minjeong, Narasimhachar, Varun, Regula, Bartosz, Elliott, Thomas J, Gu, Mile

“…From correlations in measurement outcomes alone, can two otherwise isolated parties establish whether such correlations are atemporal? That is, can they rule…”
Get full text

Quantum Coarse Graining for Extreme Dimension Reduction in Modeling Stochastic Temporal Dynamics by Elliott, Thomas J.

“…Stochastic modeling of complex systems plays an essential, yet often computationally intensive, role across the quantitative sciences. Recent advances in…”
Get full text

Extreme Dimensionality Reduction with Quantum Modeling by Elliott, Thomas J, Yang, Chengran, Binder, Felix C, Garner, Andrew J P, Thompson, Jayne, Gu, Mile

“…Effective and efficient forecasting relies on identification of the relevant information contained in past observations-the predictive features-and isolating…”
Get full text

Superior memory efficiency of quantum devices for the simulation of continuous-time stochastic processes by Elliott, Thomas J., Gu, Mile

“…Continuous-time stochastic processes pervade everyday experience, and the simulation of models of these processes is of great utility. Classical models of…”
Get full text

Probing and Manipulating Fermionic and Bosonic Quantum Gases with Quantum Light by Elliott, Thomas J, Mazzucchi, Gabriel, Kozlowski, Wojciech, Caballero-Benitez, Santiago F, Mekhov, Igor B

“…We study the atom-light interaction in the fully quantum regime, with the focus on off-resonant light scattering into a cavity from ultracold atoms trapped in…”
Get full text

Quantum-inspired identification of complex cellular automata by Ho, Matthew, Pradana, Andri, Elliott, Thomas J., Chew, Lock Yue, Gu, Mile

“…Elementary cellular automata (ECA) present iconic examples of complex systems. Though described only by one-dimensional strings of binary cells evolving…”
Get full text

Dysregulation of Apoptosis Is a Risk Factor for Tuberculosis Disease Progression by Elliott, Thomas 0. J. P., Owolabi, Olumuyiwa, Donkor, Simon, Kampmann, Beate, Hill, Philip C., Ottenhoff, Tom H. M., Haks, Marielle C., Kaufmann, Stefan H. E., Maertzdorf, Jeroen, Sutherland, Jayne S.

“…Background. A major barrier to effective tuberculosis control is our limited understanding of risk factors for tuberculosis disease progression. This study…”
Get full text

Hidden Quantum Memory: Is Memory There When Somebody Looks? by Taranto, Philip, Elliott, Thomas J., Milz, Simon

“…In classical physics, memoryless dynamics and Markovian statistics are one and the same. This is not true for quantum dynamics, first and foremost because…”
Get full text

Surveying Structural Complexity in Quantum Many-Body Systems by Suen, Whei Yeap, Elliott, Thomas J., Thompson, Jayne, Garner, Andrew J. P., Mahoney, John R., Vedral, Vlatko, Gu, Mile

“…Quantum many-body systems exhibit a rich and diverse range of exotic behaviours, owing to their underlying non-classical structure. These systems present a…”
Get full text

FcMBL magnetic bead-based MALDI-TOF MS rapidly identifies paediatric blood stream infections from positive blood cultures by Kerry Anne Kite, Sahil Loomba, Thomas J Elliott, Francis Yongblah, Shanda L Lightbown, Thomas J Doyle, Lily Gates, Dagmar Alber, George A Downey, Michael T McCurdy, James A Hill, Michael Super, Donald E Ingber, Nigel Klein, Elaine Cloutman-Green

“…Rapid identification of potentially life-threatening blood stream infections (BSI) improves clinical outcomes, yet conventional blood culture (BC)…”
Get full text

Clinical evaluation of a chlorhexidine intravascular catheter gel dressing on short-term central venous catheters by Karpanen, Tarja J., PhD, Casey, Anna L., PhD, Whitehouse, Tony, FRCA, Nightingale, Peter, PhD, Das, Ira, FRCPath, Elliott, Thomas S.J., DSc

“…Background A major source of microbial colonization of short-term central venous catheters (CVC) is the patients' endogenous skin microorganisms located at the…”
Get full text

Optimal stochastic modelling with unitary quantum dynamics by Liu, Qing, Elliott, Thomas. J, Binder, Felix. C, Di Franco, Carlo, Gu, Mile

“…Phys. Rev. A 99, 062110 (2019) Identifying and extracting the past information relevant to the future behaviour of stochastic processes is a central task in…”
Get full text

Role of troponin I in active infective endocarditis by Watkin, Richard W., Lang, Sue, Smith, Janet M., Elliott, Thomas S.J., Littler, William A.

“…Infective endocarditis (IE) remains a disease associated with high morbidity and mortality rates. In this pilot study, the role of troponin I in IE was…”
Get full text

Embedding memory-efficient stochastic simulators as quantum trajectories by Elliott, Thomas J, Gu, Mile

“…Phys. Rev. A 109, 022434 (2024) By exploiting the complexity intrinsic to quantum dynamics, quantum technologies promise a whole host of computational…”
Get full text

Quantum coarse-graining for extreme dimension reduction in modelling stochastic temporal dynamics by Elliott, Thomas J

“…PRX Quantum 2, 020342 (2021) Stochastic modelling of complex systems plays an essential, yet often computationally intensive role across the quantitative…”
Get full text

Memory compression and thermal efficiency of quantum implementations of non-deterministic hidden Markov models by Elliott, Thomas J

“…Physical Review A, 103, 052615 (2021) Stochastic modelling is an essential component of the quantitative sciences, with hidden Markov models (HMMs) often…”
Get full text