Related references
Note: Only part of the references are listed.Machine Learning of Reaction Properties via Learned Representations of the Condensed Graph of Reaction
Esther Heid et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2022)
Development of a high-throughput platform for screening lipid nanoparticles for mRNA delivery
Lili Cui et al.
NANOSCALE (2022)
Predictive high-throughput screening of PEGylated lipids in oligonucleotide-loaded lipid nanoparticles for neuronal gene silencing
Apoorva Sarode et al.
NANOSCALE ADVANCES (2022)
Machine Learning on a Robotic Platform for the Design of Polymer-Protein Hybrids
Matthew J. Tamasi et al.
ADVANCED MATERIALS (2022)
Principled Exploration of Bipyridine and Terpyridine Additives to Promote Methylammonium Lead Iodide Perovskite Crystallization
Noor Titan Putri Hartono et al.
CRYSTAL GROWTH & DESIGN (2022)
A Multi-Objective Active Learning Platform and Web App for Reaction Optimization
Jose Antonio Garrido Torres et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2022)
Biologic formulation in a self-driving biomaterials lab
Matthew J. Tamasi et al.
CELL REPORTS PHYSICAL SCIENCE (2022)
A graph representation of molecular ensembles for polymer property prediction
Matteo Aldeghi et al.
CHEMICAL SCIENCE (2022)
Autonomous retrosynthesis of gold nanoparticles via spectral shape matching
Kiran Vaddi et al.
DIGITAL DISCOVERY (2022)
The effect of chemical representation on active machine learning towards closed-loop optimization
A. Pomberger et al.
REACTION CHEMISTRY & ENGINEERING (2022)
Engineering precision nanoparticles for drug delivery
Michael J. Mitchell et al.
NATURE REVIEWS DRUG DISCOVERY (2021)
Bayesian reaction optimization as a tool for chemical synthesis
Benjamin J. Shields et al.
NATURE (2021)
Machine learning directed drug formulation development
Pauric Bannigan et al.
ADVANCED DRUG DELIVERY REVIEWS (2021)
Automated high-throughput preparation and characterization of oligonucleotide-loaded lipid nanoparticles
Yuchen Fan et al.
INTERNATIONAL JOURNAL OF PHARMACEUTICS (2021)
Self-Driving Platform for Metal Nanoparticle Synthesis: Combining Microfluidics and Machine Learning
Huachen Tao et al.
ADVANCED FUNCTIONAL MATERIALS (2021)
Nanoprecipitation as a simple and straightforward process to create complex polymeric colloidal morphologies
Xibo Yan et al.
ADVANCES IN COLLOID AND INTERFACE SCIENCE (2021)
Obstacles and opportunities in a forward vision for cancer nanomedicine
Irene de Lazaro et al.
NATURE MATERIALS (2021)
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge
Florian Haese et al.
APPLIED PHYSICS REVIEWS (2021)
Autonomous experimentation systems for materials development: A community perspective
Eric Stach et al.
MATTER (2021)
Autonomous Discovery in the Chemical Sciences Part II: Outlook
Connor W. Coley et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)
Autonomous Discovery in the Chemical Sciences Part I: Progress
Connor W. Coley et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)
Beyond Ternary OPV: High-Throughput Experimentation and Self-Driving Laboratories Optimize Multicomponent Systems
Stefan Langner et al.
ADVANCED MATERIALS (2020)
A Deep Learning Approach to Antibiotic Discovery
Jonathan M. Stokes et al.
CELL (2020)
Self-driving laboratory for accelerated discovery of thin-film materials
B. P. MacLeod et al.
SCIENCE ADVANCES (2020)
Liposomes: Advancements and innovation in the manufacturing process
Sanket Shah et al.
ADVANCED DRUG DELIVERY REVIEWS (2020)
Delivering the power of nanomedicine to patients today
Matthieu Germain et al.
JOURNAL OF CONTROLLED RELEASE (2020)
Safety and Immunogenicity of Two RNA-Based Covid-19 Vaccine Candidates
Edward E. Walsh et al.
NEW ENGLAND JOURNAL OF MEDICINE (2020)
Materials Acceleration Platforms: On the way to autonomous experimentation
Martha M. Flores-Leonar et al.
CURRENT OPINION IN GREEN AND SUSTAINABLE CHEMISTRY (2020)
Analyzing Learned Molecular Representations for Property Prediction
Kevin Yang et al.
JOURNAL OF CHEMICAL INFORMATION AND MODELING (2019)
Setting standards to promote progress in bio-nano science
Twan Lammers et al.
NATURE NANOTECHNOLOGY (2019)
Application of flash nanoprecipitation to fabricate poorly water-soluble drug nanoparticles
Jinsong Tao et al.
ACTA PHARMACEUTICA SINICA B (2019)
Progress and prospects for accelerating materials science with automated and autonomous workflows
Helge S. Stein et al.
CHEMICAL SCIENCE (2019)
Next-Generation Experimentation with Self-Driving Laboratories
Florian Hase et al.
TRENDS IN CHEMISTRY (2019)
Mordred: a molecular descriptor calculator
Hirotomo Moriwaki et al.
JOURNAL OF CHEMINFORMATICS (2018)
Autonomous Experimentation Applied to Carbon Nanotube Synthesis
Benji Maruyama et al.
MICROSCOPY AND MICROANALYSIS (2017)
Low Data Drug Discovery with One-Shot Learning
Han Altae-Tran et al.
ACS CENTRAL SCIENCE (2017)
Cancer nanomedicine: progress, challenges and opportunities
Jinjun Shi et al.
NATURE REVIEWS CANCER (2017)
Comment: The FAIR Guiding Principles for scientific data management and stewardship
Mark D. Wilkinson et al.
SCIENTIFIC DATA (2016)
Autonomy in materials research: a case study in carbon nanotube growth
Pavel Nikolaev et al.
NPJ COMPUTATIONAL MATERIALS (2016)
Online monitoring and analysis for autonomous continuous flow self-optimizing reactor systems
D. C. Fabry et al.
REACTION CHEMISTRY & ENGINEERING (2016)
Fast machine-learning online optimization of ultra-cold-atom experiments
P. B. Wigley et al.
SCIENTIFIC REPORTS (2016)
Expression kinetics of nucleoside-modified mRNA delivered in lipid nanoparticles to mice by various routes
Norbert Pardi et al.
JOURNAL OF CONTROLLED RELEASE (2015)
Accelerating Electrolyte Discovery for Energy Storage with High-Throughput Screening
Lei Cheng et al.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS (2015)
Self-Optimizing Reactor Systems: Algorithms, On-line Analytics, Setups, and Strategies for Accelerating Continuous Flow Process Optimization
David C. Fabry et al.
ISRAEL JOURNAL OF CHEMISTRY (2014)
In silico Design of Porous Polymer Networks: High-Throughput Screening for Methane Storage Materials
Richard L. Martin et al.
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2014)
Automated Multitrajectory Method for Reaction Optimization in a Microfluidic System using Online IR Analysis
Jason S. Moore et al.
ORGANIC PROCESS RESEARCH & DEVELOPMENT (2012)
Impact of high-throughput screening in biomedical research
Ricardo Macarron et al.
NATURE REVIEWS DRUG DISCOVERY (2011)
An Integrated Microreactor System for Self-Optimization of a Heck Reaction: From Micro- to Mesoscale Flow Systems
Jonathan P. McMullen et al.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2010)
Intelligent routes to the controlled synthesis of nanoparticles
S. Krishnadasan et al.
LAB ON A CHIP (2007)
Investing in nanotechnology
R Paull et al.
NATURE BIOTECHNOLOGY (2003)