Machine learning predicts electrospray particle size

Accelerating the discovery of high-performance donor/acceptor pairs in photovoltaic materials via machine learning and density functional theory

(2022) Xiujuan Liu et al.   MATERIALS & DESIGN

Breathable Nanogenerators for an On-Plant Self-Powered Sustainable Agriculture System

(2021) Lingyi Lan et al.   ACS Nano

Effect of Dataset Size and Train/Test Split Ratios in QSAR/QSPR Multiclass Classification

(2021) Anita Rácz et al.   MOLECULES

Harnessing Artificial Intelligence for the Next Generation of 3D Printed Medicines

(2021) Moe Elbadawi et al.   ADVANCED DRUG DELIVERY REVIEWS

Electrohydrodynamic Atomisation Driven Design and Engineering of Opportunistic Particulate Systems For Applications in Drug Delivery, Therapeutics and Pharmaceutics

(2021) Amna Ali et al.   ADVANCED DRUG DELIVERY REVIEWS

Machine learning predicts 3D printing performance of over 900 drug delivery systems

(2021) Brais Muñiz Castro et al.   JOURNAL OF CONTROLLED RELEASE

Parameters influencing size of electrosprayed chitosan/HPMC/TPP nanoparticles containing alendronate by an artificial neural networks model

(2021) Fariba Esmaeili et al.   JOURNAL OF ELECTROSTATICS

Multiscale Shellac-Based Delivery Systems: From Macro- to Nanoscale

(2021) Yi Yuan et al.   ACS Nano

Gold Nanorods Exhibit Intrinsic Therapeutic Activity via Controlling N6-Methyladenosine-Based Epitranscriptomics in Acute Myeloid Leukemia

(2021) Yangyang Du et al.   ACS Nano

Dry powder formulation for pulmonary infections: Ciprofloxacin loaded in chitosan sub-micron particles generated by electrospray

(2021) Beatriz Arauzo et al.   CARBOHYDRATE POLYMERS

Machine learning to empower electrohydrodynamic processing

(2021) Fanjin Wang et al.   Materials Science & Engineering C-Materials for Biological Applications

Preparing Medical Imaging Data for Machine Learning

(2020) Martin J. Willemink et al.   RADIOLOGY

Current and Future Roles of Artificial Intelligence in Medicinal Chemistry Synthesis

(2020) Thomas J. Struble et al.   JOURNAL OF MEDICINAL CHEMISTRY

MLR and ANN Approaches for Prediction of Synthetic/Natural Nanofibers Diameter in the Environmental and Medical Applications

(2020) Saba Kalantary et al.   Scientific Reports

Machine Learning Uncovers Food- and Excipient-Drug Interactions

(2020) Daniel Reker et al.   Cell Reports

Triboelectric nanogenerators with porous and hierarchically structured silk fibroin films via water electrospray-etching technology

(2020) Yu Luo et al.   Nano Energy

A Structure-Based Platform for Predicting Chemical Reactivity

(2020) Frederik Sandfort et al.   Chem

Molecular Representation: Going Long on Fingerprints

(2020) Lagnajit Pattanaik et al.   Chem

Electrospray deposition as a smart technique for laccase immobilisation on carbon black-nanomodified screen-printed electrodes

(2020) Mattea Carmen Castrovilli et al.   BIOSENSORS & BIOELECTRONICS

Integration of Electrospray and Digital Light Processing for Freeform Patterning of Porous Microstructures

(2020) Yue Xue et al.   Advanced Materials Technologies

A General Computational Methodology for Modelling Electrohydrodynamic Flows: Prediction and Optimisation Capability for the Generation of Bubbles and Fibres

(2019) Babatunde Aramide et al.   LANGMUIR

Machine Learning for Accelerated Discovery of Solar Photocatalysts

(2019) Hassan Masood et al.   ACS Catalysis

Gene Expression Value Prediction Based on XGBoost Algorithm

(2019) Wei Li et al.   Frontiers in Genetics

Electrolyte solution-assisted electrospray deposition for direct coating and patterning of polymeric nanoparticles on non-conductive surfaces

(2019) Seong Jin Lee et al.   CHEMICAL ENGINEERING JOURNAL

Physicochemical properties of gelatin films containing tea polyphenol-loaded chitosan nanoparticles generated by electrospray

(2019) Yihao Wang et al.   MATERIALS & DESIGN

The rise of deep learning in drug discovery

(2018) Hongming Chen et al.   DRUG DISCOVERY TODAY

Electrospray application to powder production and surface coating

(2018) A. Jaworek et al.   JOURNAL OF AEROSOL SCIENCE

Mol2vec: Unsupervised Machine Learning Approach with Chemical Intuition

(2018) Sabrina Jaeger et al.   Journal of Chemical Information and Modeling

Predicting reaction performance in C–N cross-coupling using machine learning

(2018) Derek T. Ahneman et al.   SCIENCE

MoleculeNet: a benchmark for molecular machine learning

(2018) Zhenqin Wu et al.   Chemical Science

Mordred: a molecular descriptor calculator

(2018) Hirotomo Moriwaki et al.   Journal of Cheminformatics

Biomimetic enzyme cascade reaction system in microfluidic electrospray microcapsules

(2018) Huan Wang et al.   Science Advances

A strategy to apply machine learning to small datasets in materials science

(2018) Ying Zhang et al.   npj Computational Materials

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Synthesize of alginate/chitosan bilayer nanocarrier by CCD-RSM guided co-axial electrospray: A novel and versatile approach

(2018) Shawn Tsai et al.   FOOD RESEARCH INTERNATIONAL

Facile Preparation of Drug-Loaded Tristearin Encapsulated Superparamagnetic Iron Oxide Nanoparticles Using Coaxial Electrospray Processing

(2017) Manoochehr Rasekh et al.   MOLECULAR PHARMACEUTICS

Electrospray-Assisted Fabrication of Moisture-Resistant and Highly Stable Perovskite Solar Cells at Ambient Conditions

(2017) Shalinee Kavadiya et al.   Advanced Energy Materials

Performance of novel high throughput multi electrospray systems for forming of polymeric micro/nanoparticles

(2017) M. Parhizkar et al.   MATERIALS & DESIGN

Fabrication of three terminal devices by ElectroSpray deposition of graphene nanoribbons

(2016) P. Fantuzzi et al.   CARBON

Effect of solution and apparatus parameters on the morphology and size of electrosprayed PLGA microparticles

(2016) Abdol-Rahim Faramarzi et al.   FIBERS AND POLYMERS

Exploring the Potential of Electrospray Technology in Cocrystal Synthesis

(2016) Sharvil Patil et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Counting on natural products for drug design

(2016) Tiago Rodrigues et al.   Nature Chemistry

Controlled release of drugs in electrosprayed nanoparticles for bone tissue engineering

(2015) Praveena Jayaraman et al.   ADVANCED DRUG DELIVERY REVIEWS

Additive Manufacturing of a Photo-Cross-Linkable Polymer via Direct Melt Electrospinning Writing for Producing High Strength Structures

(2015) Fei Chen et al.   BIOMACROMOLECULES

Electrohydrodynamic atomization: A two-decade effort to produce and process micro-/nanoparticulate materials

(2015) Jingwei Xie et al.   CHEMICAL ENGINEERING SCIENCE

Continuous Equilibrated Growth of Ordered Block Copolymer Thin Films by Electrospray Deposition

(2013) Hanqiong Hu et al.   ACS Nano

Glucose-Responsive Microgels Integrated with Enzyme Nanocapsules for Closed-Loop Insulin Delivery

(2013) Zhen Gu et al.   ACS Nano

Electrospray synthesis of monodisperse polymer particles in a broad (60nm–2μm) diameter range: guiding principles and formulation recipes

(2013) Begoña Almería et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Chaste: An Open Source C++ Library for Computational Physiology and Biology

(2013) Gary R. Mirams et al.   PLoS Computational Biology

Static Micromixer–Coaxial Electrospray Synthesis of Theranostic Lipoplexes

(2012) Yun Wu et al.   ACS Nano

Electrospinning and additive manufacturing: converging technologies

(2012) Paul D. Dalton et al.   Biomaterials Science

Electrospraying, a Reproducible Method for Production of Polymeric Microspheres for Biomedical Applications

(2011) Nathalie Bock et al.   Polymers

Extended-Connectivity Fingerprints

(2010) David Rogers et al.   Journal of Chemical Information and Modeling

A novel method of selecting solvents for polymer electrospinning

(2010) C.J. Luo et al.   POLYMER