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Recent advances in shape memory polymers: multifunctional materials, multiscale structures, and applications
L Luo, F Zhang, L Wang, Y Liu… - Advanced Functional …, 2024 - Wiley Online Library
Shape memory polymers (SMPs) are one of the primary directions in the development of
modern high‐tech new materials, which are integrated with sensing, actuation, information …
modern high‐tech new materials, which are integrated with sensing, actuation, information …
Large language models for reticular chemistry
Reticular chemistry is the science of connecting molecular building units into crystalline
extended structures such as metal–organic frameworks and covalent organic frameworks …
extended structures such as metal–organic frameworks and covalent organic frameworks …
Modular, multi-robot integration of laboratories: an autonomous workflow for solid-state chemistry
Automation can transform productivity in research activities that use liquid handling, such as
organic synthesis, but it has made less impact in materials laboratories, which require …
organic synthesis, but it has made less impact in materials laboratories, which require …
A dynamic knowledge graph approach to distributed self-driving laboratories
The ability to integrate resources and share knowledge across organisations empowers
scientists to expedite the scientific discovery process. This is especially crucial in addressing …
scientists to expedite the scientific discovery process. This is especially crucial in addressing …
[HTML][HTML] Can ChatGPT be used to generate scientific hypotheses?
We investigate whether large language models can perform the creative hypothesis
generation that human researchers regularly do. While the error rate is high, generative AI …
generation that human researchers regularly do. While the error rate is high, generative AI …
Identification and structural characterization of twisted atomically thin bilayer materials by deep learning
Two-dimensional materials are expected to play an important role in next-generation
electronics and optoelectronic devices. Recently, twisted bilayer graphene and transition …
electronics and optoelectronic devices. Recently, twisted bilayer graphene and transition …
[HTML][HTML] Active learning accelerates the discovery of high strength and high ductility lead-free solder alloys
Develo** new materials through traditional trial-and-error is time-consuming and costly
due to the vast potential compositions to explore. Moreover, some desirable properties are …
due to the vast potential compositions to explore. Moreover, some desirable properties are …
Semiautomated experiments to accelerate the design of advanced battery materials: Combining speed, low cost, and adaptability
E McCalla - ACS engineering Au, 2023 - ACS Publications
A number of methodologies are currently being exploited in order to dramatically increase
the composition space explored in the design of new battery materials. This is proving …
the composition space explored in the design of new battery materials. This is proving …
Digital manufacturing of perovskite materials and solar cells
Compared with crystalline silicon cells that have been developed for half a century, the
photovoltaic conversion efficiency of perovskite solar cells (PSCs) has exceeded 26% in just …
photovoltaic conversion efficiency of perovskite solar cells (PSCs) has exceeded 26% in just …
Recent Progress in Liquid Electrolytes for High‐Energy Lithium–Metal Batteries: From Molecular Engineering to Applications
N Li, X Han, X Cui, C Xu, C Mao… - Advanced Functional …, 2025 - Wiley Online Library
Lithium–metal batteries (LMBs) have garnered significant interests for their promising high
gravimetric energy density (Eg)∼ 750 Wh kg− 1. However, the practical application of the …
gravimetric energy density (Eg)∼ 750 Wh kg− 1. However, the practical application of the …