Papers citing An open experimental database for exploring inorganic materials
An open-source, end-to-end workflow for multidimensional photoemission spectroscopy
Repository for Publications and Research Data (ETH Zurich) · 2020-12-17
Rui Patrick Xian, Yves Acremann, Steinn Ýmir Ágústsson, Maciej Dendzik, Kevin Bühlmann, Davide Curcio, Dmytro Kutnyakhov, Federico Pressacco, Michael Heber, Shuo Dong, Tommaso Pincelli, Jure Demsar, W. Würth, Philip Hofmann, Martin Wolf, Markus Scheidgen, Laurenz Rettig, Ralph Ernstorfer
Read original paper ↗ ·Accelerating organic solar cell material's discovery: high-throughput screening and big data
Energy & Environmental Science · 2021-01-01
Xabier Rodríguez‐Martínez, Enrique Pascual‐San‐José, Mariano Campoy‐Quiles
Read original paper ↗ ·Combinatorial screening of the crystal structure in Ba–Sr–Mn–Ce perovskite oxides with ABO 3 stoichiometry
Journal of Materials Chemistry A · 2021-01-01
Su Jeong Heo, Andriy Zakutayev
Read original paper ↗ ·Energy Material Network Data Hubs
International Journal of Advanced Computer Science and Applications · 2021-01-01
Robert White, Kristin R. Munch, Nicholas Wunder, Nalinrat Guba, Chitra Sivaraman, Kurt M. Van Allsburg, Huyen N. Dinh, Courtney Pailing
Read original paper ↗ ·Proof of Concept: Calibration of an Overhead Line Conductors’ Movements Simulation Model Using Ensemble-Based Machine Learning Model
IEEE Access · 2021-01-01
Hamdi Amroun, Mehdi Ammi, Fikri Hafid
Read original paper ↗ ·Identification of the dominant recombination process for perovskite solar cells based on machine learning
Cell Reports Physical Science · 2021-02-01
Vincent Marc Le Corre, Tejas S. Sherkar, Marten Koopmans, L. Jan Anton Koster
Read original paper ↗ ·Reducing Time to Discovery: Materials and Molecular Modeling, Imaging, Informatics, and Integration
ACS Nano · 2021-02-12
Seungbum Hong, Chi Hao Liow, Jong Min Yuk, Hye Ryung Byon, Yongsoo Yang, EunAe Cho, Jiwon Yeom, Gun Park, Hyeonmuk Kang, Seung-Gu Kim, Yoonsu Shim, Moony Na, Chaehwa Jeong, Gyuseong Hwang, Hongjun Kim, Hoon Kim, Seongmun Eom, Seongwoo Cho, Hosun Jun, Yongju Lee, Arthur Baucour, Kihoon Bang, Myungjoon Kim, Seokjung Yun, Jeongjae Ryu, Youngjoon Han, Albina Jetybayeva, Pyuck‐Pa Choi, Joshua Agar, Sergei V. Kalinin, Peter W. Voorhees, P. B. Littlewood, Hyuck Mo Lee
Read original paper ↗ ·Machine learning for material characterization with an application for predicting mechanical properties
GAMM-Mitteilungen · 2021-03-01
Anke Stoll, Peter Benner
Read original paper ↗ ·Lessons learned from device modeling of organic & perovskite solar cells
Unknown journal · 2021-03-09
Vincent Le Corre
Read original paper ↗ ·Chalcogenide perovskites for photovoltaics: current status and prospects
Journal of Physics Energy · 2021-03-31
Devendra Tiwari, Oliver S. Hutter, Giulia Longo
Read original paper ↗ ·Density Prediction Models for Energetic Compounds Merely Using Molecular Topology
Journal of Chemical Information and Modeling · 2021-04-12
Chunming Yang, Jie Chen, Runwen Wang, Miao Zhang, Chaoyang Zhang, Jian Liu
Read original paper ↗ ·Synthesis of Zn 2 NbN 3 ternary nitride semiconductor with wurtzite-derived crystal structure
Journal of Physics Condensed Matter · 2021-04-22
Andriy Zakutayev
Read original paper ↗ ·NexusLIMS: A Laboratory Information Management System for Shared-Use Electron Microscopy Facilities
Microscopy and Microanalysis · 2021-04-28
Joshua A. Taillon, Thomas F. Bina, Raymond Plante, Marcus W. Newrock, Gretchen Greene, June W. Lau
Read original paper ↗ ·Functional and Material Properties in Nanocatalyst Design: A Data Handling and Sharing Problem
International Journal of Molecular Sciences · 2021-05-13
Daniel Lach, Uladzislau Zhdan, Adam Smoliński, Jarosław Polański
Read original paper ↗ ·Influence of Protection Layers on Thermal Stability of Nitride Thin Films
physica status solidi (RRL) - Rapid Research Letters · 2021-05-18
Andriy Zakutayev, Craig L. Perkins
Read original paper ↗ ·ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science
Journal of Chemical Information and Modeling · 2021-09-16
Juraj Mavračić, Callum J. Court, Taketomo Isazawa, Stephen R. Elliott, Jacqueline M. Cole
Read original paper ↗ ·Innovative Materials Science via Machine Learning
Advanced Functional Materials · 2021-10-04
Chaochao Gao, Xin Min, Minghao Fang, Tianyi Tao, Xiaohong Zheng, Yangai Liu, Xiaowen Wu, Zhaohui Huang
Read original paper ↗ ·Synthesis, Properties and Applications of Lead-Free Perovskites:A Review
Journal of Ultra Scientist of Physical Sciences Section A · 2021-10-07
Sundar Singh, Fareed Ahmad
Read original paper ↗ ·Research data infrastructure for high-throughput experimental materials science
Patterns · 2021-11-11
Kevin R. Talley, Robert White, Nick Wunder, Matthew G Eash, Marcus Schwarting, Dave Evenson, John D. Perkins, William Tumas, Kristin R. Munch, Caleb T. Phillips, Andriy Zakutayev
Read original paper ↗ ·Data-driven thermoelectric modeling: Current challenges and prospects
Journal of Applied Physics · 2021-11-15
Mamadou T. Mbaye, Sangram K. Pradhan, Messaoud J. Bahoura
Read original paper ↗ ·Implications of the BATTERY 2030+ AI‐Assisted Toolkit on Future Low‐TRL Battery Discoveries and Chemistries
Advanced Energy Materials · 2021-11-23
Arghya Bhowmik, Maitane Berecibar, Montse Casas‐Cabanas, Gábor Cśanyi, Robert Dominko, Kersti Hermansson, M. Rosa Palacín, Helge Sören Stein, Tejs Vegge
Read original paper ↗ ·Addressing the critical need for open experimental databases in materials science
Patterns · 2021-12-01
Matthew K. Horton, Rachel Woods-Robinson
Read original paper ↗ ·HV-KIC property charts of cemented carbides: A comprehensive data collection
International Journal of Refractory Metals and Hard Materials · 2021-12-17
Andrei Chychko, Jose Luis Garcia, Verónica Collado Ciprés, Erik Holmström, Andreas Blomqvist
Read original paper ↗ ·Accelerating research on novel photovoltaic materials
Faraday Discussions · 2022-01-01
Thomas Unold
Read original paper ↗ ·Artificial Intelligence based Approach for Rapid Material Discovery: From Chemical Synthesis to Quantum Materials
Unknown journal · 2022-01-01
Robert S. Tempke
Read original paper ↗ ·From evaluating the performance of approximations in Density Functional Theory to a Machine Learning design
Unknown journal · 2022-01-01
Pedram Tavazohi
Read original paper ↗ ·Local chemical origin of ferroelectric behavior in wurtzite nitrides
Journal of Materials Chemistry C · 2022-01-01
Keisuke Yazawa, John S. Mangum, Prashun Gorai, Geoff L. Brennecka, Andriy Zakutayev
Read original paper ↗ ·Nitrogen stabilizes the wurtzite polymorph in ZnSe 1− x Te x thin films
Journal of Materials Chemistry C · 2022-01-01
Theodore H. Culman, Rachel Woods‐Robinson, John S. Mangum, Rebecca W. Smaha, Christopher L. Rom, Andriy Zakutayev, Sage R. Bauers
Read original paper ↗ ·Perspectives in the new era of materials intelligent design
Materials Lab · 2022-01-01
Ruifeng Zhang
Read original paper ↗ ·Prediction of dielectric constants of ABO 3 -type perovskites using machine learning and first-principles calculations
Physical Chemistry Chemical Physics · 2022-01-01
Eunsong Kim, Joonchul Kim, Kyoungmin Min
Read original paper ↗ ·Autonomous Reaction Network Exploration in Homogeneous and Heterogeneous Catalysis
Topics in Catalysis · 2022-01-13
Miguel Steiner, Markus Reiher
Read original paper ↗ ·Reduced synthesis temperatures of SrNbO2N perovskite films for photoelectrochemical fuel production
Journal of materials research/Pratt's guide to venture capital sources · 2022-01-20
Karen N. Heinselman, Lacey S. Roberts, James L. Young, Andriy Zakutayev
Read original paper ↗ ·A Roadmap for Transforming Research to Invent the Batteries of the Future Designed within the European Large Scale Research Initiative BATTERY 2030+
Advanced Energy Materials · 2022-01-21
Julia Amici, Pietro Asinari, Elixabete Ayerbe, P. Barboux, Pascale Bayle‐Guillemaud, R. Jürgen Behm, Maitane Berecibar, Erik J. Berg, Arghya Bhowmik, Silvia Bodoardo, Ivano E. Castelli, Isidora Cekić-Lasković, Rune Christensen, Simon Clark, Ralf Diehm, Robert Dominko, Maximilian Fichtner, Alejandro A. Franco, Alexis Grimaud, Nicolas Guillet, Maria Hahlin, Sarah Hartmann, Vincent Heiries, Kersti Hermansson, Andreas Heuer, Saibal Jana, Lara Jabbour, Josef Kallo, Arnulf Latz, Henning Lorrmann, Ole Martin Løvvik, Sandrine Lyonnard, Marcel Meeus, Elie E. Paillard, Simon Perraud, Tobias Placke, Christian Punckt, Olivier Raccurt, Janna Ruhland, Edel Sheridan, Helge Sören Stein, Jean‐Marie Tarascon, Victor Trapp, Tejs Vegge, Marcel Weil, Wolfgang Wenzel, Martin Winter, Andreas Wolf, Kristina Edström
Read original paper ↗ ·Machine Learning in Materials Chemistry: An Invitation
Machine Learning with Applications · 2022-02-14
Daniel M. Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, Đình Hòa Nguyễn
Read original paper ↗ ·Co-design of zinc titantium nitride semiconductor towards durable photoelectrochemical applications
ChemRxiv · 2022-03-23
Ann L. Greenaway, Sijia Ke, Theodore H. Culman, Kevin R. Talley, John S. Mangum, Karen N. Heinselman, Ryan Kingsbury, Rebecca W. Smaha, Elisa M. Miller, Kristin Aslaug Persson, John M. Gregoire, Sage R. Bauers, Jeffrey B. Neaton, Adele C. Tamboli, Andriy Zakutayev
Read original paper ↗ ·Text Mining for Energy Materials
Journal of Research in Science and Engineering · 2022-03-31
Read original paper ↗ ·Recent advances and applications of deep learning methods in materials science
npj Computational Materials · 2022-04-05
Kamal Kumar Choudhary, Brian DeCost, Chi Chen, Anubhav Jain, Francesca Tavazza, Ryan Cohn, Cheol Woo Park, Alok Choudhary, Ankit Agrawal, Simon J. L. Billinge, Elizabeth A. Holm, Shyue Ping Ong, Chris M. Wolverton
Read original paper ↗ ·A Perspective on Digital Knowledge Representation in Materials Science and Engineering
Advanced Engineering Materials · 2022-04-12
Bernd Bayerlein, Thomas Hanke, Thilo Muth, Jens Riedel, Markus Schilling, Christoph Schweizer, Birgit Skrotzki, Alexandru Todor, Benjamí Moreno Torres, Jörg F. Unger, Christoph Völker, Jürgen Olbricht
Read original paper ↗ ·Role of disorder in the synthesis of metastable zinc zirconium nitrides
Physical Review Materials · 2022-04-21
Rachel Woods‐Robinson, Vladan Stevanović, Stephan Lany, Karen N. Heinselman, Matthew K. Horton, Kristin Aslaug Persson, Andriy Zakutayev
Read original paper ↗ ·Materials Data toward Machine Learning: Advances and Challenges
The Journal of Physical Chemistry Letters · 2022-04-28
Linggang Zhu, Jian Xin Zhou, Zhimei Sun
Read original paper ↗ ·A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
Scientific Data · 2022-05-03
Jiuyang Zhao, Jacqueline M. Cole
Read original paper ↗ ·How statistical modeling and machine learning could help in the calibration of numerical simulation and fluid mechanics models? Application to the calibration of models reproducing the vibratory behavior of an overhead line conductor
Array · 2022-05-30
Hamdi Amroun, Fikri Hafid, Mehdi Ammi
Read original paper ↗ ·CatS: A predictive and user-friendly framework based on machine learning models for the screening of heterogeneous catalysts
Molecular Catalysis · 2022-06-10
Gabriel Sardinha de Oliveira, Henrique Poltronieri Pacheco
Read original paper ↗ ·Codesigning Alloy Compositions of CdSeyTe1−y Absorbers and MgxZn1−xO Contacts to Increase Solar Cell Efficiency
Solar RRL · 2022-06-30
Imran Khan, Tursun Ablekim, Deborah L. McGott, Brian Good, Craig L. Perkins, Wyatt K. Metzger, Andriy Zakutayev
Read original paper ↗ ·Crystallize It before It Diffuses: Kinetic Stabilization of Thin-Film Phosphorus-Rich Semiconductor CuP 2
Journal of the American Chemical Society · 2022-07-13
Andrea Crovetto, Danny Kojda, Feng Yi, Karen N. Heinselman, David A. LaVan, Klaus Habicht, Thomas Unold, Andriy Zakutayev
Read original paper ↗ ·Machine-Learning-Assisted Acceleration on High-Symmetry Materials Search: Space Group Predictions from Band Structures
The Journal of Physical Chemistry C · 2022-07-18
Bin Xi, Kin Fai Tse, Tsz-Fung Kok, Ho Ming Chan, Man Kit Chan, Ho Yin Chan, Kwan Yue Clinton Wong, Robin S. H. Yuen, Junyi Zhu
Read original paper ↗ ·Zinc Titanium Nitride Semiconductor toward Durable Photoelectrochemical Applications
Journal of the American Chemical Society · 2022-07-20
Ann L. Greenaway, Sijia Ke, Theodore H. Culman, Kevin R. Talley, John S. Mangum, Karen N. Heinselman, Ryan Kingsbury, Rebecca W. Smaha, Melissa K. Gish, Elisa M. Miller, Kristin Aslaug Persson, John M. Gregoire, Sage R. Bauers, Jeffrey B. Neaton, Adele C. Tamboli, Andriy Zakutayev
Read original paper ↗ ·Machine Learning for Electrocatalyst and Photocatalyst Design and Discovery
Chemical Reviews · 2022-07-21
Haoxin Mai, Tu C. Le, Dehong Chen, David Alan Winkler, Rachel A. Caruso
Read original paper ↗ ·A Generative Approach to Materials Discovery, Design, and Optimization
ACS Omega · 2022-07-24
Dhruv Menon, Raghavan Ranganathan
Read original paper ↗ ·Machine learning aided synthesis and screening of HER catalyst: Present developments and prospects
Catalysis Reviews · 2022-07-30
Masilamani Karthikeyan, Durga Madhab Mahapatra, Abdul Syukor Abd Razak, Abdulaziz A.M. Abahussain, Baranitharan Ethiraj, Lakhveer Singh
Read original paper ↗ ·