4.8 Article

Combining machine learning and high-throughput experimentation to discover photocatalytically active organic molecules

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Chemistry, Multidisciplinary

Production of Hydrogen Peroxide by Photocatalytic Processes

Huilin Hou et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)

Review Chemistry, Multidisciplinary

Autonomous Discovery in the Chemical Sciences Part II: Outlook

Connor W. Coley et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)

Review Chemistry, Multidisciplinary

Autonomous Discovery in the Chemical Sciences Part I: Progress

Connor W. Coley et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)

Review Chemistry, Physical

Machine Learning for Catalysis Informatics: Recent Applications and Prospects

Takashi Toyao et al.

ACS CATALYSIS (2020)

Article Multidisciplinary Sciences

Discovery and characterization of an acridine radical photoreductant

Ian A. MacKenzie et al.

NATURE (2020)

Review Chemistry, Multidisciplinary

Recent Advances in Conjugated Polymers for Visible-Light-Driven Water Splitting

Chengxiao Zhao et al.

ADVANCED MATERIALS (2020)

Article Chemistry, Multidisciplinary

Water Oxidation with Cobalt-Loaded Linear Conjugated Polymer Photocatalysts

Reiner Sebastian Sprick et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2020)

Review Chemistry, Multidisciplinary

Big-Data Science in Porous Materials: Materials Genomics and Machine Learning

Kevin Maik Jablonka et al.

CHEMICAL REVIEWS (2020)

Article Multidisciplinary Sciences

A mobile robotic chemist

Benjamin Burger et al.

NATURE (2020)

Review Nanoscience & Nanotechnology

Room-temperature phosphorescence from organic aggregates

Weijun Zhao et al.

NATURE REVIEWS MATERIALS (2020)

Review Chemistry, Multidisciplinary

Metal-free photocatalysts for hydrogen evolution

Mohammad Ziaur Rahman et al.

CHEMICAL SOCIETY REVIEWS (2020)

Review Computer Science, Artificial Intelligence

Predicting the state of charge and health of batteries using data-driven machine learning

Man-Fai Ng et al.

NATURE MACHINE INTELLIGENCE (2020)

Article Multidisciplinary Sciences

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

Arunima K. Singh et al.

NATURE COMMUNICATIONS (2019)

Article Chemistry, Physical

Machine Learning for Accelerated Discovery of Solar Photocatalysts

Hassan Masood et al.

ACS CATALYSIS (2019)

Article Multidisciplinary Sciences

Prediction of higher-selectivity catalysts by computer-driven worlflow and machine learning

Andrew F. Zahrt et al.

SCIENCE (2019)

Article Multidisciplinary Sciences

Data-driven design of metal-organic frameworks for wet flue gas CO2 capture

Peter G. Boyd et al.

NATURE (2019)

Article Chemistry, Physical

Shining Light on Carbon Nitrides: Leveraging Temperature To Understand Optical Gap Variations

Xiaobo Li et al.

CHEMISTRY OF MATERIALS (2018)

Article Chemistry, Multidisciplinary

Structure-Property Relationships for Tailoring Phenoxazines as Reducing Photoredox Catalysts

Blaine G. McCarthy et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2018)

Article Multidisciplinary Sciences

Predicting reaction performance in C-N cross-coupling using machine learning

Derek T. Ahneman et al.

SCIENCE (2018)

Review Multidisciplinary Sciences

Machine learning for molecular and materials science

Keith T. Butler et al.

NATURE (2018)

Review Multidisciplinary Sciences

Combining theory and experiment in electrocatalysis: Insights into materials design

Zhi Wei Seh et al.

SCIENCE (2017)

Review Chemistry, Multidisciplinary

Carbon dots as photosensitisers for solar-driven catalysis

Georgina A. M. Hutton et al.

CHEMICAL SOCIETY REVIEWS (2017)

Review Chemistry, Multidisciplinary

Recent advances in organic thermally activated delayed fluorescence materials

Zhiyong Yang et al.

CHEMICAL SOCIETY REVIEWS (2017)

Review Chemistry, Multidisciplinary

Organic Photoredox Catalysis

Nathan A. Romero et al.

CHEMICAL REVIEWS (2016)

Article Chemistry, Organic

Photoredox Catalysis in Organic Chemistry

Megan H. Shaw et al.

JOURNAL OF ORGANIC CHEMISTRY (2016)

Article Chemistry, Physical

Comparing molecules and solids across structural and alchemical space

Sandip De et al.

PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2016)

Review Chemistry, Physical

Recent advances in dye-sensitized semiconductor systems for photocatalytic hydrogen production

Xiaohu Zhang et al.

JOURNAL OF MATERIALS CHEMISTRY A (2016)

Article Chemistry, Multidisciplinary

Design of BODIPY Dyes as Photosensitisers in Multicomponent Catalyst Systems for Light-Driven Hydrogen Production

Laura Dura et al.

CHEMISTRY-A EUROPEAN JOURNAL (2015)

Article Chemistry, Medicinal

QSAR Modeling: Where Have You Been? Where Are You Going To?

Artem Cherkasov et al.

JOURNAL OF MEDICINAL CHEMISTRY (2014)

Article Chemistry, Multidisciplinary

Selective and Efficient Photocatalytic CO2 Reduction to CO Using Visible Light and an Iron-Based Homogeneous Catalyst

Julien Bonin et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2014)

Article Multidisciplinary Sciences

Quantum chemistry structures and properties of 134 kilo molecules

Raghunathan Ramakrishnan et al.

SCIENTIFIC DATA (2014)

Review Chemistry, Multidisciplinary

Triplet photosensitizers: from molecular design to applications

Jianzhang Zhao et al.

CHEMICAL SOCIETY REVIEWS (2013)

Article Materials Science, Multidisciplinary

On representing chemical environments

Albert P. Bartok et al.

PHYSICAL REVIEW B (2013)

Article Chemistry, Inorganic & Nuclear

Molecular systems for light driven hydrogen production

William T. Eckenhoff et al.

DALTON TRANSACTIONS (2012)

Article Chemistry, Multidisciplinary

Multiwfn: A multifunctional wavefunction analyzer

Tian Lu et al.

JOURNAL OF COMPUTATIONAL CHEMISTRY (2012)

Article Multidisciplinary Sciences

Highly efficient organic light-emitting diodes from delayed fluorescence

Hiroki Uoyama et al.

NATURE (2012)

Article Chemistry, Physical

Efficient Photocatalytic Hydrogen Evolution from Water without an Electron Mediator over Pt-Rose Bengal Catalysts

Xiaojie Zhang et al.

JOURNAL OF PHYSICAL CHEMISTRY C (2009)

Article Chemistry, Multidisciplinary

Making Hydrogen from Water Using a Homogeneous System Without Noble Metals

Theodore Lazarides et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2009)

Review Chemistry, Multidisciplinary

Hydrogen production by molecular photocatalysis

Arthur J. Esswein et al.

CHEMICAL REVIEWS (2007)

Review Chemistry, Inorganic & Nuclear

Photosensitized singlet oxygen and its applications

MC DeRosa et al.

COORDINATION CHEMISTRY REVIEWS (2002)