AI is dreaming up millions of new materials. Are they any good?
When the pioneering artificial intelligence (AI) firm Google DeepMind announced almost two years ago that it had used…
Designing nonlinearity in a current-starved ring oscillator for reservoir computing hardware
Jaeger, H. & Haas, H. Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. Science 304…
Increasing the clock speed of a thermodynamic computer by adding noise
We consider a thermodynamic computer composed of N units with real-valued scalar amplitudes Si. Amplitudes could represent physical…
Absence of orbital current torque in Ta/ferromagnet bilayers
Liu, L. et al. Spin-torque switching with the giant spin Hall effect of tantalum. Science 336, 555 (2012).…
Tunable unconventional spin orbit torque magnetization dynamics in van der Waals heterostructures
We investigated TaIrTe4/Fe3GaTe2 vdW heterostructures (Fig. 1a)19 due to their promising properties, anticipating that their combination could yield contemporary…
Towards terahertz nanomechanics | Nature Communications
Pawar, A. Y., Sonawane, D. D., Erande, K. B. & Derle, D. V. Terahertz technology and its applications.…
Spatiotemporal dynamics of moiré excitons in van der Waals heterostructures
Microscopic model We study the spatiotemporal moiré exciton dynamics in a twisted TMD heterostructure in the low excitation…
Opportunity cost estimates for spatial conservation prioritisation across terrestrial Europe
Opportunity costs of productive landAllocation procedure For productive lands (i.e., agricultural land, including arable and pastural land, and…
Ultrafast space-time optical merons in momentum-energy space
Theory of space-time merons in momentum-energy space Skyrmions are represented by a continuous three-component unit vector field n(r) = (nx(r), ny(r), nz(r))…
Solving the many-electron Schrödinger equation with a transformer-based framework
QiankunNet with transformer architecture In the study of quantum systems, we encounter complex structures characterized by N interacting…
How to find the papers you need to read — and avoid the ones you don’t
Too many papers, too little time.Credit: Hulton Archive/Stringer/Getty The challenge of staying up to date with the scientific…
Want to do disruptive science? Include more rookie researchers
Collaborations with a higher proportion of unpublished researchers can yield papers that present groundbreaking ideas.Credit: Stígur Már Karlsson/Heimsmyndir…