Search Results - "Curtarolo, Stefano"
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Low thermal conductivity and triaxial phononic anisotropy of SnSe
Published in Applied physics letters (08-09-2014)“…In this theoretical study, we investigate the origins of the very low thermal conductivity of tin selenide (SnSe) using ab-initio calculations. We obtained…”
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2
High-entropy ceramics
Published in Nature reviews. Materials (01-04-2020)“…Disordered multicomponent systems, occupying the mostly uncharted centres of phase diagrams, were proposed in 2004 as innovative materials with promising…”
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3
High-throughput electronic band structure calculations: Challenges and tools
Published in Computational materials science (01-08-2010)“…The article is devoted to the discussion of the high-throughput approach to band structures calculations. We present scientific and computational challenges as…”
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The search for high entropy alloys: A high-throughput ab-initio approach
Published in Acta materialia (15-10-2018)“…While the ongoing search to discover new high-entropy systems is slowly expanding beyond metals, a rational and effective method for predicting “in silico” the…”
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5
Universal fragment descriptors for predicting properties of inorganic crystals
Published in Nature communications (05-06-2017)“…Although historically materials discovery has been driven by a laborious trial-and-error process, knowledge-driven materials design can now be enabled by the…”
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6
Entropy-stabilized oxides
Published in Nature communications (29-09-2015)“…Configurational disorder can be compositionally engineered into mixed oxide by populating a single sublattice with many distinct cations. The formulations…”
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7
On-the-fly closed-loop materials discovery via Bayesian active learning
Published in Nature communications (24-11-2020)“…Active learning—the field of machine learning (ML) dedicated to optimal experiment design—has played a part in science as far back as the 18th century when…”
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Machine learning for alloys
Published in Nature reviews. Materials (01-08-2021)“…Alloy modelling has a history of machine-learning-like approaches, preceding the tide of data-science-inspired work. The dawn of computational databases has…”
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9
XtalOpt Version r12: An open-source evolutionary algorithm for crystal structure prediction
Published in Computer physics communications (01-04-2019)“…Version 12 of XtalOpt, an evolutionary algorithm for crystal structure prediction, is now available for download from the CPC program library or the…”
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High-entropy high-hardness metal carbides discovered by entropy descriptors
Published in Nature communications (26-11-2018)“…High-entropy materials have attracted considerable interest due to the combination of useful properties and promising applications. Predicting their formation…”
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11
All The Catalytic Active Sites of MoS2 for Hydrogen Evolution
Published in Journal of the American Chemical Society (28-12-2016)“…MoS2 presents a promising low-cost catalyst for the hydrogen evolution reaction (HER), but the understanding about its active sites has remained limited. Here…”
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12
Nanograined Half-Heusler Semiconductors as Advanced Thermoelectrics: An Ab Initio High-Throughput Statistical Study
Published in Advanced functional materials (17-12-2014)“…Nanostructuring has spurred a revival in the field of direct thermoelectric energy conversion. Nanograined materials can now be synthesized with higher figures…”
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13
How Chemical Composition Alone Can Predict Vibrational Free Energies and Entropies of Solids
Published in Chemistry of materials (08-08-2017)“…Computing vibrational free energies (F vib) and entropies (S vib) has posed a long-standing challenge to the high-throughput ab initio investigation of finite…”
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14
Phase stability and mechanical properties of novel high entropy transition metal carbides
Published in Acta materialia (01-03-2019)“…Twelve different equiatomic five-metal carbides of group IVB, VB, and VIB refractory transition metals are synthesized via high-energy ball milling and spark…”
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15
Convergence of multi-valley bands as the electronic origin of high thermoelectric performance in CoSb3 skutterudites
Published in Nature materials (01-12-2015)“…Filled skutterudites R x Co 4 Sb 12 are excellent n-type thermoelectric materials owing to their high electronic mobility and high effective mass, combined…”
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16
Finding Unprecedentedly Low-Thermal-Conductivity Half-Heusler Semiconductors via High-Throughput Materials Modeling
Published in Physical review. X (19-02-2014)“…The lattice thermal conductivity (κω ) is a key property for many potential applications of compounds. Discovery of materials with very low or high κω remains…”
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17
Materials Cartography: Representing and Mining Materials Space Using Structural and Electronic Fingerprints
Published in Chemistry of materials (10-02-2015)“…As the proliferation of high-throughput approaches in materials science is increasing the wealth of data in the field, the gap between accumulated-information…”
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The AFLOW Library of Crystallographic Prototypes: Part 1
Published in Computational materials science (01-08-2017)Get full text
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High-throughput computational screening of thermal conductivity, Debye temperature, and Grüneisen parameter using a quasiharmonic Debye model
Published in Physical review. B, Condensed matter and materials physics (12-11-2014)“…The quasiharmonic Debye approximation has been implemented within the AFLOW and Materials Project frameworks for high-throughput computational materials…”
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The high-throughput highway to computational materials design
Published in Nature materials (01-03-2013)“…High-throughput computational approaches combining thermodynamic and electronic-structure methods with data mining and database construction are increasingly…”
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