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Alexander Dunn

Lawrence Berkeley National Laboratory

14H-index
23Paper Count
3.1KCitation Count
Published Papers 12
Publication Date
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Accelerated data-driven materials science with the Materials Project
errNature Materials
IF38.5
err2025-07-03
err0
PREAI
errMatthew K. Horton; Patrick Huck; Ruo Xi Yang; Jason M. Munro; Shyam Dwaraknath; Alex M. Ganose; Ryan S. Kingsbury; Mingjian Wen; Jimmy X. Shen; Tyler S. Mathis; Aaron D. Kaplan; Karlo Berket; Janosh Riebesell; Janine George; Andrew S. Rosen; Evan W. C. Spotte-Smith; Matthew J. McDermott; Orion A. Cohen; Alex Dunn; Matthew C. Kuner; Gian-Marco Rignanese; Guido Petretto; David Waroquiers; Sinead M. Griffin; Jeffrey B. Neaton; Daryl C. Chrzan; Mark Asta; Geoffroy Hautier; Shreyas Cholia; Gerbrand Ceder; Shyue Ping Ong; Anubhav Jain; Kristin A. Persson
errShare
errSave
Structured information extraction from scientific text with large language models
errNATURE COMMUNICATIONS
IF15.7
err2024-02-15
err53
errOAAI
errDagdelen, John; Dunn, Alexander; Lee, Sanghoon; Walker, Nicholas; Rosen, Andrew S.; Ceder, Gerbrand; Persson, Kristin A.; Jain, Anubhav
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errSave
Extracting structured seed-mediated gold nanorod growth procedures from scientific text with LLMs
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err9
errOAAI
errWalker, Nicholas; Lee, Sanghoon; Dagdelen, John; Cruse, Kevin; Gleason, Samuel; Dunn, Alexander; Ceder, Gerbrand; Alivisatos, A. Paul; Persson, Kristin A.; Jain, Anubhav
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errSave
Machine-Learning Rationalization and Prediction of Solid-State Synthesis Conditions
errCHEMISTRY OF MATERIALS
IF7
err2022-08-05
err39
errOAAI
errHuo, Haoyan; Bartel, Christopher J.; He, Tanjin; Trewartha, Amalie; Dunn, Alexander; Ouyang, Bin; Jain, Anubhav; Ceder, Gerbrand
errShare
errSave
Quantifying the advantage of domain-specific pre-training on named entity recognition tasks in materials science
errPATTERNS
IF7.4
err2022-04-01
err79
errOAAI
errTrewartha, Amalie; Walker, Nicholas; Huo, Haoyan; Lee, Sanghoon; Cruse, Kevin; Dagdelen, John; Dunn, Alexander; Persson, Kristin A.; Ceder, Gerbrand; Jain, Anubhav
errShare
errSave
Experimental validation of high thermoelectric performance in RECuZnP2 predicted by high-throughput DFT calculations
errMATERIALS HORIZONS
IF10.7
err2021-01-01
err44
PREAI
errPohls, Jan-Hendrik; Chanakian, Sevan; Park, Junsoo; Ganose, Alex M.; Dunn, Alexander; Friesen, Nick; Bhattacharya, Amit; Hogan, Brea; Bux, Sabah; Jain, Anubhav; Mar, Arthur; Zevalkink, Alexandra
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errSave
Benchmarking materials property prediction methods: the Matbench test set and Automatminer reference algorithm (Sep, 10.1038/s41524-020-00406-3, 2020)
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-10-16
err1
errOAAI
errDunn, Alexander; Wang, Qi; Ganose, Alex; Dopp, Daniel; Jain, Anubhav
errShare
errSave
Benchmarking materials property prediction methods: the Matbench test set and Automatminer reference algorithm
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-09-15
err214
errOAAI
errDunn, Alexander; Wang, Qi; Ganose, Alex; Dopp, Daniel; Jain, Anubhav
errShare
errSave
A critical examination of compound stability predictions from machine-learned formation energies
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2020-07-10
err161
errOAAI
errBartel, Christopher J.; Trewartha, Amalie; Wang, Qi; Dunn, Alexander; Jain, Anubhav; Ceder, Gerbrand
errShare
errSave
Machine Learning Chemical Guidelines for Engineering Electronic Structures in Half-Heusler Thermoelectric Materials
errRESEARCH
IF10.7
err2020-04-22
err45
errOAAI
errDylla, Maxwell T.; Dunn, Alexander; Anand, Shashwat; Jain, Anubhav; Snyder, G. Jeffrey
errShare
errSave
Gapped metals as thermoelectric materials revealed by high-throughput screening
errJOURNAL OF MATERIALS CHEMISTRY A
IF9.5
err2020-01-01
err24
PREAI
errRicci, Francesco; Dunn, Alexander; Jain, Anubhav; Rignanese, Gian-Marco; Hautier, Geoffroy
errShare
errSave
Matminer: An open source toolkit for materials data mining
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2018-09-01
err675
errOAAI
errWard, Logan; Dunn, Alexander; Faghaninia, Alireza; Zimmermann, Nils E. R.; Bajaj, Saurabh; Wang, Qi; Montoya, Joseph; Chen, Jiming; Bystrom, Kyle; Dylla, Maxwell; Chard, Kyle; Asta, Mark; Persson, Kristin A.; Snyder, G. Jeffrey; Foster, Ian; Jain, Anubhav
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gerbrand Ceder
H-index: 166 · Papers: 1.1K
G
G. Jeffrey Snyder
H-index: 144 · Papers: 942
I
Ian Foster
H-index: 124 · Papers: 1.4K
K
Kristin A. Persson
H-index: 111 · Papers: 723
J
Jeffrey B. Neaton
H-index: 97 · Papers: 744
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