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Robust and synthesizable photocatalysts for CO2 reduction: a data-driven materials discovery

Nature communications, 2019-01, Vol.10 (1), p.443-443, Article 443

2019

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Electrochemical Stability of Metastable Materials

Chemistry of materials, 2017-12, Vol.29 (23), p.10159-10167

2017

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High Throughput Light Absorber Discovery, Part 1: An Algorithm for Automated Tauc Analysis

ACS combinatorial science, 2016-11, Vol.18 (11), p.673-681

2016

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Machine learning of optical properties of materials - predicting spectra from images and images from spectra

Chemical science (Cambridge), 2019, Vol.10 (1), p.47-55

2019

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Density of states prediction for materials discovery via contrastive learning from probabilistic embeddings

Nature communications, 2022-02, Vol.13 (1), p.949-949, Article 949

2022

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Benchmarking the acceleration of materials discovery by sequential learning

Chemical science (Cambridge), 2020-03, Vol.11 (1), p.2696-276

2020

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High-throughput, combinatorial synthesis of multimetallic nanoclusters

Proceedings of the National Academy of Sciences - PNAS, 2020-03, Vol.117 (12), p.6316-6322

2020

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Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment

Proceedings of the National Academy of Sciences - PNAS, 2017-03, Vol.114 (12), p.3040-3043

2017

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Discovering Ce-rich oxygen evolution catalysts, from high throughput screening to water electrolysis

Energy & environmental science, 2014, Vol.7 (2), p.682-688

2014

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Multiphase Nanostructure of a Quinary Metal Oxide Electrocatalyst Reveals a New Direction for OER Electrocatalyst Design

Advanced energy materials, 2015-05, Vol.5 (10), p.np-n/a

2015

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Discovery of complex oxides via automated experiments and data science

Proceedings of the National Academy of Sciences - PNAS, 2021-09, Vol.118 (37), p.1-10

2021

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New challenges in oxygen reduction catalysis: a consortium retrospective to inform future research

Energy & environmental science, 2022-09, Vol.15 (9), p.3775-3794

2022

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High Throughput Discovery of Solar Fuels Photoanodes in the CuO-V2O5 System

Advanced energy materials, 2015-11, Vol.5 (22), p.n/a

2015

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Progress and prospects for accelerating materials science with automated and autonomous workflows

Chemical science (Cambridge), 2019-11, Vol.1 (42), p.964-9649

2019

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Resolving atomistic structure and oxygen evolution activity in nickel antimonates

Journal of materials chemistry. A, Materials for energy and sustainability, 2023-03, Vol.11 (1), p.5166-5178

2023

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Electrocatalytic Reduction of Nitrogen and Carbon Dioxide to Chemical Fuels: Challenges and Opportunities for a Solar Fuel Device

Journal of photochemistry and photobiology. B, Biology, 2015-11, Vol.152 (Pt A), p.47-57

2015

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Analyzing machine learning models to accelerate generation of fundamental materials insights

npj computational materials, 2019-03, Vol.5 (1), Article 34

2019

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A wavelet transform algorithm for peak detection and application to powder x-ray diffraction data

Review of scientific instruments, 2011-01, Vol.82 (1), p.015105-015105-8

2011

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Robust and synthesizable photocatalysts for CO 2 reduction: a data-driven materials discovery

Nature communications, 2019-12, Vol.10 (1), p.443

2019

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Generating Information-Rich High-Throughput Experimental Materials Genomes using Functional Clustering via Multitree Genetic Programming and Information Theory

ACS combinatorial science, 2015-04, Vol.17 (4), p.224-233

2015

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High-Throughput Bubble Screening Method for Combinatorial Discovery of Electrocatalysts for Water Splitting

ACS combinatorial science, 2014-02, Vol.16 (2), p.47-52

2014

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Successes and Opportunities for Discovery of Metal Oxide Photoanodes for Solar Fuels Generators

ACS energy letters, 2020-05, Vol.5 (5), p.1413-1421

2020

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The Materials Provenance Store

Scientific data, 2023-04, Vol.10 (1), p.184-6, Article 184

2023

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Breaking Scaling Relationships in CO2 Reduction on Copper Alloys with Organic Additives

ACS central science, 2021-10, Vol.7 (10), p.1756-1762

2021

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Ethanol-Promoted High-Yield Growth of Few-Walled Carbon Nanotubes

Journal of physical chemistry. C, 2010-04, Vol.114 (14), p.6389-6395

2010

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Robust and synthesizable photocatalysts for CO2 reduction: a data-driven materials discovery

Electrochemical Stability of Metastable Materials

High Throughput Light Absorber Discovery, Part 1: An Algorithm for Automated Tauc Analysis

Machine learning of optical properties of materials - predicting spectra from images and images from spectra

Density of states prediction for materials discovery via contrastive learning from probabilistic embeddings

Benchmarking the acceleration of materials discovery by sequential learning

High-throughput, combinatorial synthesis of multimetallic nanoclusters

Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment

Discovering Ce-rich oxygen evolution catalysts, from high throughput screening to water electrolysis

Multiphase Nanostructure of a Quinary Metal Oxide Electrocatalyst Reveals a New Direction for OER Electrocatalyst Design

Discovery of complex oxides via automated experiments and data science

New challenges in oxygen reduction catalysis: a consortium retrospective to inform future research

High Throughput Discovery of Solar Fuels Photoanodes in the CuO-V2O5 System

Progress and prospects for accelerating materials science with automated and autonomous workflows

Resolving atomistic structure and oxygen evolution activity in nickel antimonates

Electrocatalytic Reduction of Nitrogen and Carbon Dioxide to Chemical Fuels: Challenges and Opportunities for a Solar Fuel Device

Analyzing machine learning models to accelerate generation of fundamental materials insights

A wavelet transform algorithm for peak detection and application to powder x-ray diffraction data

Robust and synthesizable photocatalysts for CO 2 reduction: a data-driven materials discovery

Generating Information-Rich High-Throughput Experimental Materials Genomes using Functional Clustering via Multitree Genetic Programming and Information Theory

High-Throughput Bubble Screening Method for Combinatorial Discovery of Electrocatalysts for Water Splitting

Successes and Opportunities for Discovery of Metal Oxide Photoanodes for Solar Fuels Generators

The Materials Provenance Store

Breaking Scaling Relationships in CO2 Reduction on Copper Alloys with Organic Additives

Ethanol-Promoted High-Yield Growth of Few-Walled Carbon Nanotubes

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