Results 151 to 160 of about 3,667,763 (282)

Data-driven machine learning modelling in wire EDM of TiNiCo shape memory alloy. [PDF]

Sci Rep
Tyagi R, Soni H, Tripathi A, Rahman SMN, Mbohwa C, Prasad CD, Tiwari SK.   +6 more
europepmc   +1 more source

Organic Materials of Tomorrow: Horizons of Artificial Intelligence

Advanced Materials, EarlyView.
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena, J. Terence Blaskovits, Kun‐Han Lin, Denis Andrienko   +3 more
wiley   +1 more source

Microscopic Modeling and Simulation Of Martensite/Austenite Phase Transformations In Shape Memory Alloys

, 2014
We simulate the microstructure evolution of a single crystal of a shape memory alloy characterized by N martensite ...
Paolo Biscari, Giovanni Zanzotto, BISCARI, PAOLO, ZANZOTTO, GIOVANNI, Anna Zanzottera, ZANZOTTERA, ANNA, Giuliana Indelicato, INDELICATO, GIULIANA, Marco Urbano   +8 more
core  

Observer-based fault tolerant control of shape memory alloy actuator. [PDF]

Sci Rep
Mirzaei M, Rafatnia S, Shahir MM, Jamshidi S, Farbodi M.   +4 more
europepmc   +1 more source

Path‐Decoupled Cation‐Eutaxy III–V van der Waals Memristive Semiconductors for Mitigating the Neuromorphic Accuracy‐Energy Trade‐off

Advanced Materials, EarlyView.
Path‐decoupled III–V van der Waals memtransistors spatially separate ionic and electronic transport to overcome the conventional trade‐off between accuracy and energy in neuromorphic hardware. Mobile K+ ions in the vdW gaps set a wide conductance window, Gmax/Gmin, while gate‐tunable hole conduction lowers programming energy, enabling reliable ...
Jihong Bae, Ji Hoon Han, Taeyoung Kim, Jongbum Won, Seokmin Park, Gyu Won Kim, Sungsoon Kim, Hong Choi, Taehoon Kim, Hong‐Sub Lee, Jae‐Hyun Lee, Young Jin Choi, Jinwoo Cheon, Wooyoung Shim   +13 more
wiley   +1 more source

Effect of Al on the Isothermal Oxidation Behavior of a Ti₇₀Zr₂₀Ta₁₀ Shape Memory Alloy at 900 °C. [PDF]

Materials (Basel)
Pang X, Liu A, Liang L, Xu J, Yang Z, Han C.   +5 more
europepmc   +1 more source

Measuring the Hall Effect in Hysteretic Materials

Advanced Materials, EarlyView.
The authors highlight common pitfalls in measuring the Hall effect: in hysteretic magnets, improper data processing can create signals that look exotic but are not real. This Perspective explains the origin of these artifacts and presents practical measurement strategies that help researchers identify reliable Hall responses in complex magnetic ...
Jaime M. Moya, Anthony Voyemant, Sudipta Chatterjee, Scott B. Lee, Grigorii Skorupskii, Connor J. Pollak, Leslie M. Schoop   +6 more
wiley   +1 more source

Incorporation of Nitinol (NiTi) Shape Memory Alloy (SMA) in Concrete: A Review. [PDF]

Materials (Basel)
Turkmen M, Issa A, Awayssa O, El-Hassan H.   +3 more
europepmc   +1 more source

Monolithic 3D‐Integrated All‐Solid Ion‐Gated Carbon Nanotube Transistors With Tunable Ionic Conductance for Multi‐Timescale Reservoir Computing

Advanced Materials, EarlyView.
A dual‐timescale reservoir based on monolithically 3D (M3D)‐integrated CNT solid ion‐gated transistors is demonstrated. Tunable ionic dynamics and pulse‐engineered operation enable linear and symmetric synaptic updates. The M3D‐integrated array achieves robust temporal encoding and accurate classification of moving MNIST sequences, highlighting its ...
Haksoon Jung, Hanbin Cho, Yongwoo Lee, Seunghun Baek, Hyeongjun Kim, Yun Goo Ro, Hyunhyub Ko, Joonki Suh, Yong‐Young Noh, Jimin Kwon   +9 more
wiley   +1 more source

Shear Instability Control of Hybrid Small-Scale Plates Embedded in a Polymer Matrix via Shape Memory Alloy Nanofibers. [PDF]

Micromachines (Basel)
Farajpour MR, Danesh M, Shokrani MH, Farajpour A.   +3 more
europepmc   +1 more source