Results 1 to 10 of about 10,839,997 (305)

Using Data-Driven Learning to Predict and Control the Outcomes of Inorganic Materials Synthesis. [PDF]

Inorg Chem, 2023
The design of inorganic materials for various applications critically depends on our ability to manipulate their synthesis in a rational, robust, and controllable fashion.
Williamson EM, Brutchey RL.
europepmc   +2 more sources

An autonomous laboratory for the accelerated synthesis of novel materials. [PDF]

Nature, 2023
An autonomous laboratory, the A-Lab, is presented that combines computations, literature data, machine learning and active learning, which discovered and synthesized 41 novel compounds from a set of 58 targets after 17 days of operation. To close the gap
Szymanski NJ, Rendy B, Fei Y, Kumar RE, He T, Milsted D, McDermott MJ, Gallant M, Cubuk ED, Merchant A, Kim H, Jain A, Bartel CJ, Persson K, Zeng Y, Ceder G.   +15 more
europepmc   +2 more sources

Dataset of solution-based inorganic materials synthesis procedures extracted from the scientific literature. [PDF]

Sci Data, 2022
The development of a materials synthesis route is usually based on heuristics and experience. A possible new approach would be to apply data-driven approaches to learn the patterns of synthesis from past experience and use them to predict the syntheses ...
Wang Z, Kononova O, Cruse K, He T, Huo H, Fei Y, Zeng Y, Sun Y, Cai Z, Sun W, Ceder G.   +10 more
europepmc   +2 more sources

Supra-ceramics: a molecule-driven frontier of inorganic materials. [PDF]

Sci Technol Adv Mater
Discoveries and technological innovations over the past decade are transforming our understanding of the properties of ceramics, such as ‘hard’, ‘brittle’, and ‘homogeneous’.
Maeda K, Motohashi T, Ohtani R, Sugimoto K, Tsuji Y, Kuwabara A, Horike S.   +6 more
europepmc   +2 more sources

A generative model for inorganic materials design. [PDF]

Nature
The design of functional materials with desired properties is essential in driving technological advances in areas such as energy storage, catalysis and carbon capture1, 2–3.
Zeni C, Pinsler R, Zügner D, Fowler A, Horton M, Fu X, Wang Z, Shysheya A, Crabbé J, Ueda S, Sordillo R, Sun L, Smith J, Nguyen B, Schulz H, Lewis S, Huang CW, Lu Z, Zhou Y, Yang H, Hao H, Li J, Yang C, Li W, Tomioka R, Xie T.   +25 more
europepmc   +2 more sources

Advanced Inorganic Semiconductor Materials

Inorganics
The information technology revolution has been based decisively on the development and application of inorganic semiconductors [...]
Sake Wang, Minglei Sun, Nguyen Tuan Hung
doaj   +3 more sources

Inorganic photochromic materials: Recent advances, mechanism, and emerging applications

Responsive materials
Inorganic photochromic materials, as emerging photoresponsive materials, have attracted unparalleled interest because of their potential applications in various photoactive devices such as smart windows, optical memories, and photochromic decorations ...
Jiaren Du
exaly   +2 more sources

Bulk Hyperpolarization of Inorganic Materials

CHIMIA, 2021
Solid-state NMR spectroscopy is a well-established method to obtain atomic-level information about the structure of inorganic materials, but its use is often limited by low sensitivity.
Snædís Björgvinsdóttir , Lyndon Emsley   +1 more
doaj   +5 more sources

Deep reinforcement learning for inverse inorganic materials design [PDF]

npj Computational Materials, 2022
A major obstacle to the realization of novel inorganic materials with desirable properties is efficient materials discovery over both the materials property and synthesis spaces.
Christopher Karpovich, Elton Pan, E. Olivetti   +2 more
semanticscholar   +1 more source

Organic–Inorganic Hybrid Materials [PDF]

Polymers, 2020
According to the IUPAC (International Union of Pure and Applied Chemistry), a hybrid material is that composed of an intimate mixture of inorganic components, organic components, or both types of components which usually interpenetrate on scales of less than 1 μm [...]
Jesús-María García-Martínez, Emilia P. Collar   +1 more
openaire   +4 more sources