| Review and perspective on ferroelectric HfO2-based thin films for memory applications |
49 |
| Machine learning for composite materials |
22 |
| Carbyne: from the elusive allotrope to stable carbon atom wires |
17 |
| A data ecosystem to support machine learning in materials science |
16 |
| On the identification of Sb2Se3 using Raman scattering |
14 |
| ESPEI for efficient thermodynamic database development, modification, and uncertainty quantification: application to Cu-Mg |
12 |
| Deep materials informatics: Applications of deep learning in materials science |
12 |
| Active-learning and materials design: the example of high glass transition temperature polymers |
12 |
| Paper as a scaffold for cell cultures: Teaching an old material new tricks |
11 |
| Highly loaded MXene/carbon nanotube yarn electrodes for improved asymmetric supercapacitor performance |
11 |
| Q-carbon harder than diamond |
11 |
| Structural, optical, and hole transport properties of earth-abundant chalcopyrite (CuFeS2) nanocrystals |
10 |
| Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physics |
10 |
| Experiment Specification, Capture and Laboratory Automation Technology (ESCALATE): a software pipeline for automated chemical experimentation and data management |
10 |
| Thermo-mechanical and swelling properties of three-dimensional-printed poly (ethylene glycol) diacrylate/silica nanocomposites |
10 |
| The influence of stress field on Li electrodeposition in Li-metal battery |
9 |
| Stability of electron field emission in Q-carbon |
9 |
| Undercooling driven growth of Q-carbon, diamond, and graphite |
9 |
| Embedding domain knowledge for machine learning of complex material systems |
8 |
| Incorporation of graphene quantum dots to enhance photocatalytic properties of anatase TiO2 |
8 |
| Epitaxial entropy-stabilized oxides: growth of chemically diverse phases via kinetic bombardment |
8 |
| Theory and simulations of critical temperatures in CrI3 and other 2D materials: easy-axis magnetic order and easy-plane Kosterlitz-Thouless transitions |
7 |
| On the thermal processing and mechanical properties of 3D-printed polyether ether ketone |
7 |
| Challenges and opportunities of polymer design with machine learning and high throughput experimentation |
7 |
| Using convolutional neural networks to predict composite properties beyond the elastic limit |
7 |
| In-situ transmission electron microscopy studies of the crystallization of N-doped Ge-rich GeSbTe materials |
7 |
| Development of forcespun fiber-aligned scaffolds from gelatin-zein composites for potential use in tissue engineering and drug release |
7 |
| Defect engineering in Boron Nitride for catalysis |
7 |
| Probing hyperbolic polaritons using infrared attenuated total reflectance micro-spectroscopy |
6 |
| Lattice effect in Mie-resonant dielectric nanoparticle array under oblique light incidence |
6 |
| Engineered living conductive biofilms as functional materials |
6 |
| Synthetic biology for fibers, adhesives, and active camouflage materials in protection and aerospace |
6 |
| Monte Carlo tree search for materials design and discovery |
6 |
| Synthesis of nanoparticles in carbon arc: measurements and modeling |
6 |
| Gas-phase synthesis of nanoparticles: present status and perspectives |
6 |
| Cellulose hydrogel as a flexible gel electrolyte layer |
6 |
| Symbolic regression in materials science |
6 |
| Machine learning prediction of accurate atomization energies of organic molecules from low-fidelity quantum chemical calculations |
6 |
| Silver nanostructures evolution in porous SiO2/p-Si matrices for wide wavelength surface-enhanced Raman scattering applications |
6 |
| Revealing the deformation twinning nucleation mechanism of BCC HEAs |
6 |
| Influence of Tantalum on phase stability and mechanical properties of WB2 |
6 |
| Graphene-DNAzyme-based fluorescent biosensor for Escherichia coli detection |
5 |
| Antibody-conjugated near-infrared luminescent silicon quantum dots for biosensing |
5 |
| Tunable neuronal scaffold biomaterials through plasmonic photo-patterning of aerogels |
5 |
| Towards the directed evolution of protein materials |
5 |
| The effect of carbon support on the oxygen reduction activity and durability of single-atom iron catalysts |
5 |
| Vapor phase infiltration: from a bioinspired process to technologic application, a prospective review |
5 |
| Light-triggered modulation of cell antioxidant defense by polymer semiconducting nanoparticles in a model organism |
5 |
| Consolidation of commercial-size UO2 fuel pellets using spark plasma sintering and microstructure/microchemical analysis |
5 |
| Nanoscale magnetization reversal by electric field-induced ion migration |
5 |
