Dan Guevarra - Publications, H-index & Citations

Dan Guevarra

division of engineering and applied science, california institute of technology, pasadena, ca 91125, usa

25H指数

89论文数

2.3K被引数

收录论文 41

发表时间

Active learning path-dependent properties using a cloud-based materials acceleration platform 利用云基材料加速平台主动学习路径依赖属性

Digital Discovery

IF5.6

2025-11-04

OAAI

Dan Guevarra; Michael J. Statt; Kostiantyn Popovich; Brian A. Rohr; John M. Gregoire; Kevin Tran; Santosh K. Suram; Joel A. Haber; Willie Neiswanger

Accelerated screening of carbon dioxide capture by liquid sorbents

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Jones, Ryan J. R.; Lai, Yungchieh; Kan, Kevin; Guevarra, Dan; Haber, Joel A.; Ramirez, Natalia M.; Zito, Alessandra; Li, Clarabella; Yang, Jenny Y.; Appel, Aaron M.; Gregoire, John M.

Automated monitoring of electrocatalyst corrosion as a function of electrochemical history and electrolyte formulation 根据电化学历史和电解质配方自动监测电催化剂腐蚀

CHEMICAL COMMUNICATIONS

IF4.2

2024-01-01

OAAI

Jenewein, Ken J.; Kan, Kevin; Guevarra, Dan; Jones, Ryan J. R.; Lai, Yungchieh; Suram, Santosh K.; Haber, Joel A.; Cherevko, Serhiy; Gregoire, John M.

Event-driven data management with cloud computing for extensible materials acceleration platforms

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Statt, Michael J.; Rohr, Brian A.; Guevarra, Dan; Suram, Santosh K.; Gregoire, John M.

Accelerated screening of gas diffusion electrodes for carbon dioxide reduction

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Jones, Ryan J. R.; Lai, Yungchieh; Guevarra, Dan; Kan, Kevin; Haber, Joel A.; Gregoire, John M.

Accelerated Characterization of Electrode-Electrolyte Equilibration 电极-电解质平衡的加速表征

CHEMCATCHEM

IF3.9

2023-12-14

OAAI

Kan, Kevin; Guevarra, Dan; Zhou, Lan; Jones, Ryan J. R.; Lai, Yungchieh; Richter, Matthias; Gregoire, John M.

Orchestrating nimble experiments across interconnected labs

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Guevarra, Dan; Kan, Kevin; Lai, Yungchieh; Jones, Ryan J. R.; Zhou, Lan; Donnelly, Phillip; Richter, Matthias; Stein, Helge S.; Gregoire, John M.

The materials experiment knowledge graph

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Statt, Michael J.; Rohr, Brian A.; Guevarra, Dan; Breeden, Ja'Nya; Suram, Santosh K.; Gregoire, John M.

ESAMP: event-sourced architecture for materials provenance management and application to accelerated materials discovery

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Statt, Michael J.; Rohr, Brian A.; Brown, Kris; Guevarra, Dan; Hummelshoj, Jens; Hung, Linda; Anapolsky, Abraham; Gregoire, John M.; Suram, Santosh K.

Surveying Metal Antimonate Photoanodes for Solar Fuel Generation

ACS SUSTAINABLE CHEMISTRY & ENGINEERING

IF7.3

2022-11-22

OAAI

Zhou, Lan; Wang, Yu; Kan, Kevin; Lucana, Daphne M.; Guevarra, Dan; Lai, Yungchieh; Gregoire, John M.

High throughput discovery of enhanced visible photoactivity in Fe-Cr vanadate solar fuels photoanodes

JOURNAL OF PHYSICS-ENERGY

IF6.3

2022-08-03

OAAI

Zhou, Lan; Guevarra, Dan; Gregoire, John M.

Materials structure-property factorization for identification of synergistic phase interactions in complex solar fuels photoanodes

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-04-05

OAAI

Guevarra, Dan; Zhou, Lan; Richter, Matthias H.; Shinde, Aniketa; Chen, Di; Gomes, Carla P.; Gregoire, John M.

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

NATURE COMMUNICATIONS

IF15.7

2022-02-17

OAAI

Kong, Shufeng; Ricci, Francesco; Guevarra, Dan; Neaton, Jeffrey B.; Gomes, Carla P.; Gregoire, John M.

Enabling Modular Autonomous Feedback-Loops in Materials Science through Hierarchical Experimental Laboratory Automation and Orchestration

ADVANCED MATERIALS INTERFACES

IF4.4

2022-01-06

OAAI

Rahmanian, Fuzhan; Flowers, Jackson; Guevarra, Dan; Richter, Matthias; Fichtner, Maximilian; Donnely, Phillip; Gregoire, John M.; Stein, Helge S.

Autonomous materials synthesis via hierarchical active learning of nonequilibrium phase diagrams 通过非平衡相图的分层主动学习进行自主材料合成

SCIENCE ADVANCES

IF12.5

2021-12-17

OAAI

Ament, Sebastian; Amsler, Maximilian; Sutherland, Duncan R.; Chang, Ming-Chiang; Guevarra, Dan; Connolly, Aine B.; Gregoire, John M.; Thompson, Michael O.; Gomes, Carla P.; van Dover, R. Bruce

High Throughput Discovery of Complex Metal Oxide Electrocatalysts for the Oxygen Reduction Reaction 用于氧还原反应的复合金属氧化物电催化剂的高通量发现

ELECTROCATALYSIS

IF2.8

2021-10-29

PREAI

Guevarra, Dan; Haber, Joel A.; Wang, Yu; Zhou, Lan; Kan, Kevin; Richter, Matthias H.; Gregoire, John M.

Automating crystal-structure phase mapping by combining deep learning with constraint reasoning

NATURE MACHINE INTELLIGENCE

IF23.9

2021-09-16

PREAI

Chen, Di; Bai, Yiwei; Ament, Sebastian; Zhao, Wenting; Guevarra, Dan; Zhou, Lan; Selman, Bart; van Dover, R. Bruce; Gregoire, John M.; Gomes, Carla P.

Materials representation and transfer learning for multi-property prediction

APPLIED PHYSICS REVIEWS

IF11.6

2021-06-23

OAAI

Kong, Shufeng; Guevarra, Dan; Gomes, Carla P.; Gregoire, John M.

Enhanced Bulk Transport in Copper Vanadate Photoanodes Identified by Combinatorial Alloying

MATTER

IF17.5

2020-11-01

OAAI

Newhouse, Paul F.; Guevarra, Dan; Zhou, Lan; Wang, Yu; Umehara, Mitsutaro; Boyd, David A.; Gregoire, John M.; Haber, Joel A.

Quaternary Oxide Photoanode Discovery Improves the Spectral Response and Photovoltage of Copper Vanadates

MATTER

IF17.5

2020-11-01

OAAI

Zhou, Lan; Shinde, Aniketa; Newhouse, Paul F.; Guevarra, Dan; Wang, Yu; Lai, Yungchieh; Kan, Kevin; Suram, Santosh K.; Haber, Joel A.; Gregoire, John M.

研究方向