Neuro-genetic machine learning framework accelerates the optimization of Ag/MnOx catalyst for total oxidation of toluene

Water temperature forecasting based on modified artificial neural network methods: Two cases of the Yangtze River

(2020) Rujian Qiu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Effect of Preparation Method on Catalytic Performance of Ag/OMS-2 for the Oxidation of Ethyl Acetate and Formaldehyde

(2020) Ning Dong et al.   CATALYSIS SURVEYS FROM ASIA

PM10 concentration forecast using modified depth-first search and supervised learning neural network

(2020) Chadaphim Photphanloet et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Ag-Modified g-C3N4 Prepared by a One-Step Calcination Method for Enhanced Catalytic Efficiency and Stability

(2020) Runxue Liu et al.   ACS Omega

Noble metal (Pt, Au@Pd) nanoparticles supported on metal organic framework (MOF-74) nanoshuttles as high-selectivity CO2 conversion catalysts

(2019) Yuqing Han et al.   JOURNAL OF CATALYSIS

Activated carbon supported MnO nanoparticles for efficient ozone decomposition at room temperature

(2019) Yi Yu et al.   CATALYSIS TODAY

Search for Catalysts by Inverse Design: Artificial Intelligence, Mountain Climbers, and Alchemists

(2019) Jessica G. Freeze et al.   CHEMICAL REVIEWS

Modeling and optimization of V2O5/TiO2 nanocatalysts for NH3-Selective catalytic reduction (SCR) of NOx by RSM and ANN techniques

(2019) Hamid Soleimanzadeh et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Analysis of cold compaction for Fe-C, Fe-C-Cu powder design based on constitutive relation and artificial neural networks

(2019) Da Seul Shin et al.   POWDER TECHNOLOGY

Machine Learning Accelerates the Discovery of Design Rules and Exceptions in Stable Metal-Oxo Intermediate Formation

(2019) Aditya Nandy et al.   ACS Catalysis

Self-Template Synthesis of a MnCeOδ/Co3O4 Polyhedral Nanocage Catalyst for Toluene Oxidation

(2019) Yao Shan et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Tackle environmental challenges in pollution controls using artificial intelligence: A review

(2019) Zhiping Ye et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Scavenging carbon deposition on alumina supported cobalt catalyst during renewable hydrogen-rich syngas production by methane dry reforming using artificial intelligence modeling technique

(2019) May Ali Alsaffar et al.   JOURNAL OF CLEANER PRODUCTION

Plasma assisted Cu-Mn mixed oxide catalysts for trichloroethylene abatement in moist air

(2019) Savita Kaliya Perumal Veerapandian et al.   JOURNAL OF HAZARDOUS MATERIALS

Artificial Intelligence to Accelerate the Discovery of N2 Electroreduction Catalysts

(2019) Myungjoon Kim et al.   CHEMISTRY OF MATERIALS

Forecasting of bioaerosol concentration by a Back Propagation neural network model

(2019) Xiaonan Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A machine learning framework for the analysis and prediction of catalytic activity from experimental data

(2019) Alexander Smith et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Influence of the preparation method on the activity of copper-manganese oxides for toluene total oxidation

(2018) Z. Ye et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Synthesis and catalytic performances of K-OMS-2, Fe/K-OMS-2 and Fe-K-OMS-2 in post plasma-catalysis for dilute TCE abatement

(2018) Sharmin Sultana et al.   CATALYSIS TODAY

A review on experimental design for pollutants removal in water treatment with the aid of artificial intelligence

(2018) Mingyi Fan et al.   CHEMOSPHERE

Fe-doped NiO mesoporous nanosheets array for highly efficient overall water splitting

(2018) Zhengcui Wu et al.   JOURNAL OF CATALYSIS

PM 10 concentration forecasting in the metropolitan area of Oviedo (Northern Spain) using models based on SVM, MLP, VARMA and ARIMA: A case study

(2018) P.J. García Nieto et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Performance prediction of an aerobic granular SBR using modular multilayer artificial neural networks

(2018) Mohamed Sherif Zaghloul et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Machine learning meets volcano plots: Computational discovery of cross-coupling catalysts

(2018) Benjamin Meyer et al.   Chemical Science

Silver incorporated into cryptomelane-type Manganese oxide boosts the catalytic oxidation of benzene

(2018) Hua Deng et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Towards operando computational modeling in heterogeneous catalysis

(2018) Lukáš Grajciar et al.   CHEMICAL SOCIETY REVIEWS

Modeling of simultaneous adsorption of dye and metal ion by sawdust from aqueous solution using of ANN and ANFIS

(2018) Maryam Dolatabadi et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Rh-Ni/MgAl2O4 catalyst for steam reforming of methane: Effect of Rh doping, calcination temperature and its application on metal monoliths

(2018) Sanjay Katheria et al.   APPLIED CATALYSIS A-GENERAL

Facile synthesis of Ag-modified manganese oxide for effective catalytic ozone decomposition

(2018) Xiaotong Li et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Degradation of Fluoxetine using catalytic ozonation in aqueous media in the presence of nano-γ-alumina catalyst: Experimental, modeling and optimization study

(2018) Abbas Aghaeinejad-Meybodi et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Simulation and optimization of the post plasma-catalytic system for toluene degradation by a hybrid ANN and NSGA-II method

(2018) Tian Chang et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Single Silver Adatoms on Nanostructured Manganese Oxide Surfaces: Boosting Oxygen Activation for Benzene Abatement

(2017) Yaxin Chen et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Ultrasound assisted extraction of Maxilon Red GRL dye from water samples using cobalt ferrite nanoparticles loaded on activated carbon as sorbent: Optimization and modeling

(2017) Fatemeh Mehrabi et al.   ULTRASONICS SONOCHEMISTRY

Preparation of nanomaterials for the ultrasound-enhanced removal of Pb 2+ ions and malachite green dye: Chemometric optimization and modeling

(2017) Ebrahim Alipanahpour Dil et al.   ULTRASONICS SONOCHEMISTRY

Comparative study of ANN and RSM for simultaneous optimization of multiple targets in Fenton treatment of landfill leachate

(2017) Mohammad Reza Sabour et al.   WASTE MANAGEMENT

To address surface reaction network complexity using scaling relations machine learning and DFT calculations

(2017) Zachary W. Ulissi et al.   Nature Communications

High-throughput screening of bimetallic catalysts enabled by machine learning

(2017) Zheng Li et al.   Journal of Materials Chemistry A

Comparative study for low-temperature catalytic oxidation of o -xylene over doped OMS-2 catalysts: Role of Ag and Cu

(2017) Yinsu Wu et al.   Molecular Catalysis

Post-plasma catalytic removal of methanol over Mn–Ce catalysts in an atmospheric dielectric barrier discharge

(2016) Xinbo Zhu et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Catalytic decomposition of gaseous ozone over manganese dioxides with different crystal structures

(2016) Jingbo Jia et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Enhancement of heavy metals sorption via nanocomposites of rice straw and Fe 3 O 4 nanoparticles using artificial neural network (ANN)

(2016) Roshanak Khandanlou et al.   ECOLOGICAL ENGINEERING

An intelligent approach to design and optimization of M-Mn/H-ZSM-5 (M: Ce, Cr, Fe, Ni) catalysts in conversion of methanol to propylene

(2016) Naser Hadi et al.   Journal of the Taiwan Institute of Chemical Engineers

Modeling and optimization of toluene oxidation over perovskite-type nanocatalysts using a hybrid artificial neural network-genetic algorithm method

(2016) Parisa Rashidi Zonouz et al.   Journal of the Taiwan Institute of Chemical Engineers

Trace determination of safranin O dye using ultrasound assisted dispersive solid-phase micro extraction: Artificial neural network-genetic algorithm and response surface methodology

(2016) Ebrahim Alipanahpour Dil et al.   ULTRASONICS SONOCHEMISTRY

Structural Defects of Silver Hollandite, AgxMn8Oy, Nanorods: Dramatic Impact on Electrochemistry

(2015) Lijun Wu et al.   ACS Nano

Machine-Learning-Augmented Chemisorption Model for CO2 Electroreduction Catalyst Screening

(2015) Xianfeng Ma et al.   Journal of Physical Chemistry Letters

An investigation of the thermal decomposition of silver acetate as a precursor for nano-sized Ag-catalyst

(2014) Bahaa M. Abu-Zied et al.   THERMOCHIMICA ACTA

Influence of silver on the catalytic properties of the cryptomelane and Ag-hollandite types manganese oxides OMS-2 in the low-temperature CO oxidation

(2013) Mahmut Özacar et al.   APPLIED CATALYSIS A-GENERAL

Novelties of azobenzene synthesis via selective hydrogenation of nitrobenzene over nano-fibrous Ag-OMS-2 – Mechanism and kinetics

(2013) Ganapati D. Yadav et al.   CHEMICAL ENGINEERING JOURNAL

Tuning the K+ Concentration in the Tunnel of OMS-2 Nanorods Leads to a Significant Enhancement of the Catalytic Activity for Benzene Oxidation

(2013) Jingtao Hou et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

The improved reactivity of manganese catalysts by Ag in catalytic oxidation of toluene

(2012) Zhenping Qu et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Design and optimization of Bi-metallic Ag-ZSM5 catalysts for catalytic oxidation of volatile organic compounds

(2012) B. Izadkhah et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Catalytic combustion of VOCs over a series of manganese oxide catalysts

(2010) Sang Chai Kim et al.   APPLIED CATALYSIS B-ENVIRONMENTAL

Increased Silver Activity for Direct Propylene Epoxidation via Subnanometer Size Effects

(2010) Y. Lei et al.   SCIENCE

Octahedral molecular sieves of the type K-OMS-2 with different particle sizes and morphologies: Impact on the catalytic properties in the aerobic partial oxidation of benzyl alcohol

(2008) Fanny Schurz et al.   APPLIED CATALYSIS A-GENERAL

Adsorptive and Acidic Properties, Reversible Lattice Oxygen Evolution, and Catalytic Mechanism of Cryptomelane-Type Manganese Oxides as Oxidation Catalysts

(2008) Jian Luo et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Facile synthesis of Ag–OMS-2 nanorods and their catalytic applications in CO oxidation

(2008) Junli Chen et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Characterization and Reactivity of MnOxSupported on Mesoporous Zirconia for Herbicide 2,4-D Mineralization with Ozone

(2007) Shengtao Xing et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY