Is quantum advantage the right goal for quantum machine learning?
M Schuld, N Killoran - Prx Quantum, 2022 - APS
Machine learning is frequently listed among the most promising applications for quantum
computing. This is in fact a curious choice: the machine-learning algorithms of today are …
computing. This is in fact a curious choice: the machine-learning algorithms of today are …
Social dynamics and Parrondo's paradox: A narrative review
How do group dynamics affect individuals within the group? How do individuals, in turn,
affect group dynamics? As society comes together, individuals affect the group dynamics …
affect group dynamics? As society comes together, individuals affect the group dynamics …
Toward engineering biosystems with emergent collective functions
Many complex behaviors in biological systems emerge from large populations of interacting
molecules or cells, generating functions that go beyond the capabilities of the individual …
molecules or cells, generating functions that go beyond the capabilities of the individual …
Opportunities and risks of large language models in psychiatry
The integration of large language models (LLMs) into mental healthcare and research
heralds a potentially transformative shift, one offering enhanced access to care, efficient data …
heralds a potentially transformative shift, one offering enhanced access to care, efficient data …
Spintronic hydrogen evolution induced by surface plasmon of silver nanoparticles loaded on Fe-and Co-doped ZnO nanorods
PY Kung, F Pan, YH Su - Journal of Materials Chemistry A, 2021 - pubs.rsc.org
With the increasing demand for sustainable energy, hydrogen as a recyclable and green
energy resource has drawn a lot of attention. Optical spintronics, combining the spin and …
energy resource has drawn a lot of attention. Optical spintronics, combining the spin and …
Ising model with conserved magnetization on the human connectome: Implications on the relation structure-function in wakefulness and anesthesia
S Stramaglia, M Pellicoro, L Angelini… - … Journal of Nonlinear …, 2017 - pubs.aip.org
Dynamical models implemented on the large scale architecture of the human brain may
shed light on how a function arises from the underlying structure. This is the case notably for …
shed light on how a function arises from the underlying structure. This is the case notably for …
Ising model, econophysics and analogies
C Schinckus - Physica A: Statistical Mechanics and Its Applications, 2018 - Elsevier
Econophysics emerged in the 1990s by importing statistical physics into economics and
finance. Such extension of physics to another context generated a lot of epistemological …
finance. Such extension of physics to another context generated a lot of epistemological …
Model weight theft with just noise inputs: The curious case of the petulant attacker
This paper explores the scenarios under which an attacker can claim that'Noise and access
to the softmax layer of the model is all you need'to steal the weights of a convolutional neural …
to the softmax layer of the model is all you need'to steal the weights of a convolutional neural …
The missing curriculum in physics problem-solving education
M Williams - Science & Education, 2018 - Springer
Physics is often seen as an excellent introduction to science because it allows students to
learn not only the laws governing the world around them, but also, through the problems …
learn not only the laws governing the world around them, but also, through the problems …
Ising-like behaviour of mesoscopic magnetic chains
We demonstrate an experimental realization of the short range magnetic order in a one-
dimensional Ising chain using fabricated mesospins. We confirm an excellent agreement …
dimensional Ising chain using fabricated mesospins. We confirm an excellent agreement …