Exploring catalytic reaction networks with machine learning

JT Margraf, H Jung, C Scheurer, K Reuter - Nature Catalysis, 2023 - nature.com
Chemical reaction networks form the heart of microkinetic models, which are one of the key
tools available for gaining detailed mechanistic insight into heterogeneous catalytic …

[PDF][PDF] Implications of apparent pseudo-second-order adsorption kinetics onto cellulosic materials: A review.

MA Hubbe, S Azizian, S Douven - BioResources, 2019 - bioresources.cnr.ncsu.edu
The pseudo-second-order (PSO) kinetic model has become among the most popular ways
to fit rate data for adsorption of metal ions, dyes, and other compounds from aqueous …

Enabling robust structural and interfacial stability of micron-Si anode toward high-performance liquid and solid-state lithium-ion batteries

L Gu, J Han, M Chen, W Zhou, X Wang, M Xu… - Energy Storage …, 2022 - Elsevier
Silicon (Si) anode holds great promise for next-generation high-energy-density lithium-ion
batteries (LIBs) due to its ultrahigh theoretical capacity and earth-abundant nature. However …

A stable rhombohedral phase in ferroelectric Hf(Zr)1+xO2 capacitor with ultralow coercive field

Y Wang, L Tao, R Guzman, Q Luo, W Zhou, Y Yang… - Science, 2023 - science.org
Hafnium oxide–based ferroelectric materials are promising candidates for next-generation
nanoscale devices because of their ability to integrate into silicon electronics. However, the …

Self-adaptive dual-metal-site pairs in metal-organic frameworks for selective CO2 photoreduction to CH4

J Li, H Huang, W Xue, K Sun, X Song, C Wu, L Nie… - Nature Catalysis, 2021 - nature.com
Solar-light-driven reduction of CO2-to-CH4 is a complex process involving multiple
elementary reactions and various by-products. Achieving high CH4 activity and selectivity …

Nudged elastic band method for molecular reactions using energy-weighted springs combined with eigenvector following

V Ásgeirsson, BO Birgisson, R Bjornsson… - Journal of chemical …, 2021 - ACS Publications
The climbing image nudged elastic band method (CI-NEB) is used to identify reaction
coordinates and to find saddle points representing transition states of reactions. It can make …

Au-ZSM-5 catalyses the selective oxidation of CH4 to CH3OH and CH3COOH using O2

G Qi, TE Davies, A Nasrallah, MA Sainna, AGR Howe… - Nature Catalysis, 2022 - nature.com
The oxidation of methane, the main component of natural gas, to selectively form
oxygenated chemical feedstocks using molecular oxygen has been a long-standing grand …

A high-rate, durable cathode for sodium-ion batteries: Sb-doped O3-type Ni/Mn-based layered oxides

T Yuan, S Li, Y Sun, JH Wang, AJ Chen, Q Zheng… - ACS …, 2022 - ACS Publications
O3-Type layered oxides are widely studied as cathodes for sodium-ion batteries (SIBs) due
to their high theoretical capacities. However, their rate capability and durability are limited by …

Humidity-tolerant moisture-driven energy generator with MXene aerogel–organohydrogel bilayer

K Zhao, JW Lee, ZG Yu, W Jiang, JW Oh, G Kim… - ACS …, 2023 - ACS Publications
Free-standing and film-type moisture-driven energy generators (MEGs) that harness the
preferential interaction of ionized moisture with hydrophilic materials are interesting because …

Nanoconfinement and mass transport in metal–organic frameworks

CH Sharp, BC Bukowski, H Li, EM Johnson… - Chemical Society …, 2021 - pubs.rsc.org
The ubiquity of metal–organic frameworks in recent scientific literature underscores their
highly versatile nature. MOFs have been developed for use in a wide array of applications …