Data-Mining for Processes in Chemistry, Materials, and Engineering

Double Entropy Joint Distribution Function and Its Application in Calculation of Design Wave Height

(2019) Guilin Liu et al.   Entropy

Non-Monotonic Trends of Hydrogen Adsorption on Single Atom Doped g-C3N4

(2019) Hao Li et al.   Catalysts

Application Research of Chaotic Carrier Frequency Modulation Technology in Two-Stage Matrix Converter

(2019) Kai Wang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Efficiency investigation on energy harvesting from airflows in HVAC system based on galloping of isosceles triangle sectioned bluff bodies

(2019) Junlei Wang et al.   ENERGY

Robust laser-structured asymmetrical PTFE mesh for underwater directional transportation and continuous collection of gas bubbles

(2018) Kai Yin et al.   APPLIED PHYSICS LETTERS

Machine Learning and Energy Minimization Approaches for Crystal Structure Predictions: A Review and New Horizons

(2018) Jake Graser et al.   CHEMISTRY OF MATERIALS

A robust predictive tool for estimating CO 2 solubility in potassium based amino acid salt solutions

(2018) Ebrahim Soroush et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

In-situ single-step chemical synthesis of graphene-decorated CoFe 2 O 4 composite with enhanced Li ion storage behaviors

(2018) Kaipeng Wu et al.   ELECTROCHIMICA ACTA

Analysis and Simulation of Capacitor-Less ReRAM-Based Stochastic Neurons for the in-Memory Spiking Neural Network

(2018) Jie Lin et al.   IEEE Transactions on Biomedical Circuits and Systems

Oxygen Reduction Reaction on Classically Immiscible Bimetallics: A Case Study of RhAu

(2018) Hao Li et al.   Journal of Physical Chemistry C

Polymer Genome: A Data-Powered Polymer Informatics Platform for Property Predictions

(2018) Chiho Kim et al.   Journal of Physical Chemistry C

Machine learning directed search for ultraincompressible, superhard materials

(2018) Aria Mansouri Tehrani et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Ionic liquids as an efficient medium for the mechanochemical synthesis of α-AlH3 nano-composites

(2018) C. W. Duan et al.   Journal of Materials Chemistry A

Red-blood-cell-like (NH4)[Fe2(OH)(PO4)2]·2H2O particles: fabrication and application in high-performance LiFePO4 cathode materials

(2018) Kaipeng Wu et al.   Journal of Materials Chemistry A

Prediction of solubility of N-alkanes in supercritical CO 2 using RBF-ANN and MLP-ANN

(2018) Mahdi Abdi-Khanghah et al.   Journal of CO2 Utilization

Mining the intrinsic trends of CO 2 solubility in blended solutions

(2018) Hao Li et al.   Journal of CO2 Utilization

Machine learning predictive framework for CO 2 thermodynamic properties in solution

(2018) Zhien Zhang et al.   Journal of CO2 Utilization

Synthesis of hydrophobic carbon nanotubes/reduced graphene oxide composite films by flash light irradiation

(2018) Kai Wang et al.   Frontiers of Chemical Science and Engineering

Ultrafast room-temperature synthesis of hierarchically porous metal–organic frameworks by a versatile cooperative template strategy

(2018) Chongxiong Duan et al.   JOURNAL OF MATERIALS SCIENCE

Ethanol Decomposition on Pd–Au Alloy Catalysts

(2018) Hao Li et al.   Journal of Physical Chemistry C

Effectiveness of amino acid salt solutions in capturing CO2: A review

(2018) Zhien Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

How Environmental Protection Motivation Influences on Residents’ Recycled Water Reuse Behaviors: A Case Study in Xi’an City

(2018) Xiaojun Liu et al.   Water

Elaborate design of polymeric nanocomposites with Mg(ii)-buffering nanochannels for highly efficient and selective removal of heavy metals from water: case study for Cu(ii)

(2018) Qina Sun et al.   Environmental Science-Nano

Decision tree analysis for efficient CO2 utilization in electrochemical systems

(2018) M. Erdem Günay et al.   Journal of CO2 Utilization

Functional Group Effects on the HOMO–LUMO Gap of g-C3N4

(2018) Hao Li et al.   Nanomaterials

Enhancement of photocatalytic hydrogen production of BiFeO3 by Gd3+ doping

(2018) Yuxuan Yang et al.   CERAMICS INTERNATIONAL

Planning municipal-scale mixed energy system for stimulating renewable energy under multiple uncertainties - The City of Qingdao in Shandong Province, China

(2018) L. Yu et al.   ENERGY

Synthesis of Porous Carbon by Activation Method and its Electrochemical Performance

(2018) Wang Kai et al.   International Journal of Electrochemical Science

Effects of ensembles, ligand, and strain on adsorbate binding to alloy surfaces

(2018) Hao Li et al.   JOURNAL OF CHEMICAL PHYSICS

A flexible-possibilistic stochastic programming method for planning municipal-scale energy system through introducing renewable energies and electric vehicles

(2018) L. Yu et al.   JOURNAL OF CLEANER PRODUCTION

Nanoimaging of food proteins by atomic force microscopy. Part II: Application for food proteins from different sources

(2018) Cuiping Shi et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

Nanoimaging of food proteins by atomic force microscopy. Part I: Components, imaging modes, observation ways, and research types

(2018) Cuiping Shi et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

Spatial Association and Effect Evaluation of CO2 Emission in the Chengdu-Chongqing Urban Agglomeration: Quantitative Evidence from Social Network Analysis

(2018) Jinzhao Song et al.   Sustainability

Applying bio-electric field of microbial fuel cell-upflow anaerobic sludge blanket reactor catalyzed blast furnace dusting ash for promoting anaerobic digestion

(2018) Guang Yang et al.   WATER RESEARCH

Synergistic effect of TiF3 on the dehydriding property of α-AlH3 nano-composite

(2018) Congwen Duan et al.   MATERIALS LETTERS

Percarbonate promoted antibiotic decomposition in dielectric barrier discharge plasma

(2018) Shoufeng Tang et al.   JOURNAL OF HAZARDOUS MATERIALS

High-performance piezoelectric wind energy harvester with Y-shaped attachments

(2018) Junlei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Peroxymonosulfate enhanced antibiotic removal and synchronous electricity generation in a photocatalytic fuel cell

(2018) Na Li et al.   ELECTROCHIMICA ACTA

Ultrafine palladium nanoparticles supported on 3D self-supported Ni foam for cathodic dechlorination of florfenicol

(2018) Liming Yang et al.   CHEMICAL ENGINEERING JOURNAL

Femtosecond laser fabrication of shape-gradient platform: Underwater bubbles continuous self-driven and unidirectional transportation

(2018) Kai Yin et al.   APPLIED SURFACE SCIENCE

On the prediction of chemical exergy of organic substances using least square support vector machine

(2017) Hong Wu et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Predictive Power of Machine Learning for Optimizing Solar Water Heater Performance: The Potential Application of High-Throughput Screening

(2017) Hao Li et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

Dehydrogenation Selectivity of Ethanol on Close-Packed Transition Metal Surfaces: A Computational Study of Monometallic, Pd/Au, and Rh/Au Catalysts

(2017) Hao Li et al.   Journal of Physical Chemistry C

Femtosecond laser induced robust periodic nanoripple structured mesh for highly efficient oil–water separation

(2017) Kai Yin et al.   Nanoscale

Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions

(2017) Sabato Marco Siniscalchi et al.   IEEE Transactions on Neural Networks and Learning Systems

Green Synthesis of Ultraviolet Absorber 2-Ethylhexyl Salicylate: Experimental Design and Artificial Neural Network Modeling

(2017) Shang-Ming Huang et al.   Catalysts

Application of Artificial Neural Networks for Catalysis: A Review

(2017) Hao Li et al.   Catalysts

Rapid room-temperature synthesis of hierarchical porous zeolitic imidazolate frameworks with high space-time yield

(2017) Chongxiong Duan et al.   Science China-Materials

Comparative Study on Theoretical and Machine Learning Methods for Acquiring Compressed Liquid Densities of 1,1,1,2,3,3,3-Heptafluoropropane (R227ea) via Song and Mason Equation, Support Vector Machine, and Artificial Neural Networks

(2016) Hao Li et al.   Applied Sciences-Basel

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Predicting crystal structures and properties of matter under extreme conditions via quantum mechanics: the pressure is on

(2015) Eva Zurek et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Comparison of response surface methodology and artificial neural network approach towards efficient ultrasound-assisted biodiesel production from muskmelon oil

(2015) J. Prakash Maran et al.   ULTRASONICS SONOCHEMISTRY

Development of prediction models for next-day building energy consumption and peak power demand using data mining techniques

(2014) Cheng Fan et al.   APPLIED ENERGY

Current trends in machine-learning methods applied to spectroscopic cancer diagnosis

(2014) Martina Sattlecker et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Neural network Analysis of Selective CO Oxidation over Copper-Based Catalysts for Knowledge Extraction from Published Data in the Literature

(2011) M. Erdem Günay et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Analysis of an energy efficient building design through data mining approach

(2010) Hyunjoo Kim et al.   AUTOMATION IN CONSTRUCTION

Finding Nature’s Missing Ternary Oxide Compounds Using Machine Learning and Density Functional Theory

(2010) Geoffroy Hautier et al.   CHEMISTRY OF MATERIALS

Structure and activity relationship for CO and O2 adsorption over gold nanoparticles using density functional theory and artificial neural networks

(2010) Tuğba Davran-Candan et al.   JOURNAL OF CHEMICAL PHYSICS