A curious formulation robot enables the discovery of a novel protocell behavior

Machine learning meets continuous flow chemistry: Automated optimization towards the Pareto front of multiple objectives

(2018) Artur M. Schweidtmann et al.   CHEMICAL ENGINEERING JOURNAL

Automating Sciences: Philosophical and Social Dimensions

(2018) Ross D. King et al.   IEEE TECHNOLOGY AND SOCIETY MAGAZINE

Artificial intelligence exploration of unstable protocells leads to predictable properties and discovery of collective behavior

(2018) Laurie J. Points et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Designing Algorithms To Aid Discovery by Chemical Robots

(2018) Alon B. Henson et al.   ACS Central Science

Controlling an organic synthesis robot with machine learning to search for new reactivity

(2018) Jarosław M. Granda et al.   NATURE

Chemotaxis and autochemotaxis of self-propelling droplet swimmers

(2017) Chenyu Jin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Adaptive artificial evolution of droplet protocells in a 3D-printed fluidic chemorobotic platform with configurable environments

(2017) Juan Manuel Parrilla-Gutierrez et al.   Nature Communications

Tactic, reactive, and functional droplets outside of equilibrium

(2016) Sławomir Lach et al.   CHEMICAL SOCIETY REVIEWS

BIGCHEM: Challenges and Opportunities for Big Data Analysis in Chemistry

(2016) Igor V. Tetko et al.   Molecular Informatics

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Marangoni flow at droplet interfaces: Three-dimensional solution and applications

(2016) M. Schmitt et al.   PHYSICS OF FLUIDS

Swimming Droplets

(2016) Corinna C. Maass et al.   Annual Review of Condensed Matter Physics

Suzuki–Miyaura cross-coupling optimization enabled by automated feedback

(2016) Brandon J. Reizman et al.   Reaction Chemistry & Engineering

Organic Synthesis: March of the Machines

(2015) Steven V. Ley et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

From evolutionary computation to the evolution of things

(2015) Agoston E. Eiben et al.   NATURE

Spontaneous change in trajectory patterns of a self-propelled oil droplet at the air-surfactant solution interface

(2015) Shinpei Tanaka et al.   PHYSICAL REVIEW E

Automatic discovery and optimization of chemical processes

(2015) Claudia Houben et al.   Current Opinion in Chemical Engineering

Amplify scientific discovery with artificial intelligence

(2014) Y. Gil et al.   SCIENCE

Interfacial mechanisms in active emulsions

(2014) Stephan Herminghaus et al.   Soft Matter

Evolution of oil droplets in a chemorobotic platform

(2014) Juan Manuel Parrilla Gutierrez et al.   Nature Communications

pH-Dependent Motion of Self-Propelled Droplets due to Marangoni Effect at Neutral pH

(2013) Takahiko Ban et al.   LANGMUIR

Information-seeking, curiosity, and attention: computational and neural mechanisms

(2013) Jacqueline Gottlieb et al.   TRENDS IN COGNITIVE SCIENCES

Active learning of inverse models with intrinsically motivated goal exploration in robots

(2012) Adrien Baranes et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Designs for life: protocell models in the laboratory

(2011) Alicja J. Dzieciol et al.   CHEMICAL SOCIETY REVIEWS

Abandoning Objectives: Evolution Through the Search for Novelty Alone

(2010) Joel Lehman et al.   EVOLUTIONARY COMPUTATION

Phase-field modeling droplet dynamics with soluble surfactants

(2010) Haihu Liu et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Maze Solving by Chemotactic Droplets

(2010) István Lagzi et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Self-Propelled Oil Droplets Consuming “Fuel” Surfactant

(2009) Taro Toyota et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Self-propelled motion of a droplet induced by Marangoni-driven spreading

(2009) Yong-Jun Chen et al.   PHYSICAL REVIEW E

The Automation of Science

(2009) Ross D. King et al.   SCIENCE

Cognitive Developmental Robotics: A Survey

(2009) M. Asada et al.   IEEE Transactions on Autonomous Mental Development

Motion and Dissolution of Drops of Sparingly Soluble Alcohols on Water

(2008) C. M. Bates et al.   LANGMUIR