Self-driving laboratory for accelerated discovery of thin-film materials

Tripled yield in direct-drive laser fusion through statistical modelling

(2019) V. Gopalaswamy et al.   NATURE

Accelerated discovery of organic polymer photocatalysts for hydrogen evolution from water through the integration of experiment and theory

(2019) Yang Bai et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Indication of current-injection lasing from an organic semiconductor

(2019) Atula S. D. Sandanayaka et al.   Applied Physics Express

How To Optimize Materials and Devices via Design of Experiments and Machine Learning: Demonstration Using Organic Photovoltaics

(2018) Bing Cao et al.   ACS Nano

Influence of a cobalt additive in spiro-OMeTAD on charge recombination and carrier density in perovskite solar cells investigated using impedance spectroscopy

(2018) Qiong Wang   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Digitization of multistep organic synthesis in reactionware for on-demand pharmaceuticals

(2018) Philip J. Kitson et al.   SCIENCE

Progress in hole-transporting materials for perovskite solar cells

(2018) Xichuan Yang et al.   Journal of Energy Chemistry

Small Molecular Hole-Transporting Materials (HTMs) in Organic Light-Emitting Diodes (OLEDs): Structural Diversity and Classification

(2018) Samik Jhulki et al.   Journal of Materials Chemistry C

Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

(2018) Fang Ren et al.   Science Advances

Novel p-dopant toward highly efficient and stable perovskite solar cells

(2018) Ji-Youn Seo et al.   Energy & Environmental Science

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

(2018) Jarosław M. Granda et al.   NATURE

Organic and solution-processed tandem solar cells with 17.3% efficiency

(2018) Lingxian Meng et al.   SCIENCE

Reconfigurable system for automated optimization of diverse chemical reactions

(2018) Anne-Catherine Bédard et al.   SCIENCE

Chimera: enabling hierarchy based multi-objective optimization for self-driving laboratories

(2018) Florian Häse et al.   Chemical Science

Phoenics: A Bayesian Optimizer for Chemistry

(2018) Florian Häse et al.   ACS Central Science

AIR-Chem: Authentic Intelligent Robotics for Chemistry

(2018) Jiagen Li et al.   JOURNAL OF PHYSICAL CHEMISTRY A

Synergic Interface Optimization with Green Solvent Engineering in Mixed Perovskite Solar Cells

(2017) Tongle Bu et al.   Advanced Energy Materials

Advances in hole transport materials engineering for stable and efficient perovskite solar cells

(2017) Zinab H. Bakr et al.   Nano Energy

A unified understanding of charge transport in organic semiconductors: the importance of attenuated delocalization for the carriers

(2017) Chuan Liu et al.   Materials Horizons

Molecular Origin of the Charge Carrier Mobility in Small Molecule Organic Semiconductors

(2016) Pascal Friederich et al.   ADVANCED FUNCTIONAL MATERIALS

Role of 4-tert-Butylpyridine as a Hole Transport Layer Morphological Controller in Perovskite Solar Cells

(2016) Shen Wang et al.   NANO LETTERS

Enhancing Thermal Stability and Lifetime of Solid-State Dye-Sensitized Solar Cells via Molecular Engineering of the Hole-Transporting Material Spiro-OMeTAD

(2015) Tadas Malinauskas et al.   ACS Applied Materials & Interfaces

Discovery of Wall-Selective Carbon Nanotube Growth Conditions via Automated Experimentation

(2014) Pavel Nikolaev et al.   ACS Nano

Towards reliable charge-mobility benchmark measurements for organic semiconductors

(2014) James C. Blakesley et al.   ORGANIC ELECTRONICS

Impact of annealing on spiro-OMeTAD and corresponding solid-state dye sensitized solar cells

(2014) Yanling Fang et al.   PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE

Integrated Design of Organic Hole Transport Materials for Efficient Solid-State Dye-Sensitized Solar Cells

(2014) Bo Xu et al.   Advanced Energy Materials

Co(III) Complexes as p-Dopants in Solid-State Dye-Sensitized Solar Cells

(2013) Julian Burschka et al.   CHEMISTRY OF MATERIALS