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

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

ANI-1: an extensible neural network potential with DFT accuracy at force field computational cost

(2017) J. S. Smith et al.   Chemical Science

Tactic, reactive, and functional droplets outside of equilibrium

(2016) Sławomir Lach et al.   CHEMICAL SOCIETY REVIEWS

A Synthetic Replicator Drives a Propagating Reaction–Diffusion Front

(2016) Ilaria Bottero et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

A simple physical mechanism enables homeostasis in primitive cells

(2016) Aaron E. Engelhart et al.   Nature Chemistry

Predatory behaviour in synthetic protocell communities

(2016) Yan Qiao et al.   Nature Chemistry

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

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

Visualization of the spontaneous emergence of a complex, dynamic, and autocatalytic system

(2016) Jaime Ortega-Arroyo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

From Chemical Gardens to Chemobrionics

(2015) Laura M. Barge et al.   CHEMICAL REVIEWS

From evolutionary computation to the evolution of things

(2015) Agoston E. Eiben et al.   NATURE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

pH-Induced Motion Control of Self-Propelled Oil Droplets Using a Hydrolyzable Gemini Cationic Surfactant

(2014) Shingo Miura et al.   LANGMUIR

Dynamics of Chemotactic Droplets in Salt Concentration Gradients

(2014) Jitka Čejková et al.   LANGMUIR

Spiral precipitation patterns in confined chemical gardens

(2014) Florence Haudin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Physical autocatalysis driven by a bond-forming thiol–ene reaction

(2014) Andrew J. Bissette et al.   Nature Communications

Evolution of oil droplets in a chemorobotic platform

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

NIH Image to ImageJ: 25 years of image analysis

(2012) Caroline A Schneider et al.   NATURE METHODS

An Oil Droplet Division-Fusion Cycle

(2012) Filippo Caschera et al.   ChemPlusChem

Designs for life: protocell models in the laboratory

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

Surfactants in droplet-based microfluidics

(2011) Jean-Christophe Baret   LAB ON A CHIP

Computer-Automated Evolution of an X-Band Antenna for NASA's Space Technology 5 Mission

(2010) Gregory. S. Hornby et al.   EVOLUTIONARY COMPUTATION

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