Results 191 to 200 of about 2,191,569 (294)

From Data to Discovery: Machine Learning–Enabled Intelligent Characterization of Two‐Dimensional Materials

Advanced Intelligent Discovery, EarlyView.
Machine learning serves as a central engine for the intelligent characterization of two‐dimensional materials by integrating multimodal techniques, including optical microscopy, spectroscopy, electron microscopy, and scanning probe microscopy (SPM). This unified framework enables automated, high‐throughput, and quantitative extraction of structural ...
Zhi‐Long Cao, Jia‐Xu Yan
wiley   +1 more source

Confinement Drives Valley Splitting above 4 K in Buried Silicon Quantum Wells. [PDF]

Nano Lett
Degli Esposti D, Brann EC, Elsayed A, Costa D, Friesen M, Scappucci G.   +5 more
europepmc   +1 more source

Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy

Advanced Intelligent Systems, EarlyView.
This review systematically details how machine learning transforms X‐ray absorption spectroscopy (XAS) analysis. It covers advanced deep learning architectures for structure‐spectra mapping and inverse tasks, while discussing key challenges like the simulation‐to‐reality gap.
Melaku Lake Tegegne, Haodong Yao, Liyuan Wu, Yihe Pang, Fazhi Qi, Lina Zhao   +5 more
wiley   +1 more source

Protected Metallic Edge States in a Graphene-Capped Quantum Spin Hall System. [PDF]

ACS Nano
Ngo HT, Mamiyev Z, Tilgner N, Unigarro ADP, Gemming S, Seyller T, Tegenkamp C.   +6 more
europepmc   +1 more source

Ultranarrow Germanene Nanoribbons with Pentagonal Rings. [PDF]

Nano Lett
Sun K, Silveira OJ, Foster AS, Kawai S.
europepmc   +1 more source

Scanning Tunneling Spectroscopy on InAs-GaSb Esaki Diode Nanowire Devices during Operation. [PDF]

Nano Lett, 2015
Persson O, Webb JL, Dick KA, Thelander C, Mikkelsen A, Timm R.   +5 more
europepmc   +1 more source

Yu-Shiba-Rusinov-assisted Andreev transport in a molecular junction between superconductors. [PDF]

Nat Commun
Mier C, Fétida A, Robles R, Boronat P, Jyoti D, Lorente N, Limot L, Choi DJ.   +7 more
europepmc   +1 more source

Probing Type-II Multiferroicity in Monolayer NiBr₂. [PDF]

Adv Sci (Weinh)
Cahlík A, Karjasilta A, Mishra A, Drost R, Amini M, Arshad J, Arslan BG, Liljeroth P.   +7 more
europepmc   +1 more source

How the vortex lattice of a superconductor becomes disordered: a study by scanning tunneling spectroscopy. [PDF]

Sci Rep, 2015
Zehetmayer M.
europepmc   +1 more source

Tunable Luminescence from a Single Free-Base Porphyrin Molecule by Controlled Access to Optically Active States. [PDF]

ACS Nano
Ammerman E, Krane N, Schuler B.
europepmc   +1 more source