A Bayesian experimental autonomous researcher for mechanical design

Additive manufacturing: scientific and technological challenges, market uptake and opportunities

(2018) Syed A.M. Tofail et al.   Materials Today

Materials-by-design: computation, synthesis, and characterization from atoms to structures

(2018) Jingjie Yeo et al.   PHYSICA SCRIPTA

Computational discovery of extremal microstructure families

(2018) Desai Chen et al.   Science Advances

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

(2018) Jarosław M. Granda et al.   NATURE

Simultaneous Digital Design and Additive Manufacture of Structures and Materials

(2018) Narasimha Boddeti et al.   Scientific Reports

Phoenics: A Bayesian Optimizer for Chemistry

(2018) Florian Häse et al.   ACS Central Science

Topology optimization of energy absorbing structures with maximum damage constraint

(2017) Lei Li et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Printing nature: Unraveling the role of nacre's mineral bridges

(2017) Grace X. Gu et al.   Journal of the Mechanical Behavior of Biomedical Materials

Rational design of reconfigurable prismatic architected materials

(2017) Johannes T. B. Overvelde et al.   NATURE

On the Convergence Rates of Expected Improvement Methods

(2016) Ilya O. Ryzhov   OPERATIONS RESEARCH

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Autonomy in materials research: a case study in carbon nanotube growth

(2016) Pavel Nikolaev et al.   npj Computational Materials

Cheaper faster drug development validated by the repositioning of drugs against neglected tropical diseases

(2015) K. Williams et al.   Journal of the Royal Society Interface

Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science

(2015) Yingfei Wang et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Spin-it

(2014) Moritz Bächer et al.   ACM TRANSACTIONS ON GRAPHICS

Bioinspired structural materials

(2014) Ulrike G. K. Wegst et al.   NATURE MATERIALS

Design of manufacturable 3D extremal elastic microstructure

(2013) Erik Andreassen et al.   MECHANICS OF MATERIALS

Topology optimization approaches

(2013) Ole Sigmund et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

The conflicts between strength and toughness

(2011) Robert O. Ritchie   NATURE MATERIALS

The Automation of Science

(2009) Ross D. King et al.   SCIENCE

Impact Mechanics and High-Energy Absorbing Materials: Review

(2008) Pizhong Qiao et al.   JOURNAL OF AEROSPACE ENGINEERING