Artificial Intelligence Prospectives
Deep materials informatics: Applications of deep learning in materials science
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- 13 June 2019, pp. 779-792
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Symbolic regression in materials science
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- 21 June 2019, pp. 793-805
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Embedding domain knowledge for machine learning of complex material systems
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- 10 July 2019, pp. 806-820
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Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physics
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- 22 July 2019, pp. 821-838
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An informatics software stack for point defect-derived opto-electronic properties: the Asphalt Project
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- 02 September 2019, pp. 839-845
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Artificial Intelligence Research Letters
Experiment Specification, Capture and Laboratory Automation Technology (ESCALATE): a software pipeline for automated chemical experimentation and data management
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- 04 June 2019, pp. 846-859
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Active-learning and materials design: the example of high glass transition temperature polymers
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- 13 June 2019, pp. 860-866
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Artificial neural network correction for density-functional tight-binding molecular dynamics simulations
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- 28 June 2019, pp. 867-873
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Robocrystallographer: automated crystal structure text descriptions and analysis
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- 15 July 2019, pp. 874-881
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Prediction of new iodine-containing apatites using machine learning and density functional theory
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- 27 August 2019, pp. 882-890
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Machine learning prediction of accurate atomization energies of organic molecules from low-fidelity quantum chemical calculations
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- 27 August 2019, pp. 891-899
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Research Letters
Investigation of mechanical properties of tibia and femur articulations of insect joints with different joint functions
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- 30 May 2019, pp. 900-903
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Peptide-mediated binding of gold nanoparticles to E. coli for enhanced microbial fuel cell power generation
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- 20 June 2019, pp. 904-909
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Laser-induced structure transition of diamond-like carbon coated on cemented carbide and formation of reduced graphene oxide
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- 28 June 2019, pp. 910-915
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A method for quantitative nanoscale imaging of dopant distributions using secondary ion mass spectrometry: an application example in silicon photovoltaics
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- 28 August 2019, pp. 916-923
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Prospective Articles
A perspective on triplet fusion upconversion: triplet sensitizers beyond quantum dots
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- 02 September 2019, pp. 924-935
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Research Letters
A model revealing grain boundary arrangement-dominated fatigue cracking behavior in nanoscale metallic multilayers
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- 07 June 2019, pp. 936-940
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Utilizing additive manufacturing and gamified virtual simulation in the design of neuroprosthetics to improve pediatric outcomes
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- 05 August 2019, pp. 941-947
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Signal detection limit of a portable Raman spectrometer for the SERS detection of gunshot residue
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- 05 August 2019, pp. 948-955
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Strong exciton–photon coupling in anthradithiophene microcavities: from isolated molecules to aggregates
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- 05 August 2019, pp. 956-963
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