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J

Jason Hattrick‐Simpers

university of toronto

29H-index
197Paper Count
4.3KCitation Count
Published Papers 73
Publication Date
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Entropy-Enabled Stabilization and Activity Enhancement of Ruthenium Oxides for Acidic Oxygen Evolution
errJournal of the American Chemical Society
IF15.6
err2026-06-09
err0
PREAI
errXue Yao; Linke Huang; Yutong Liu; Robert Black; Alex Whittingham; Zahra Teimouri; Drew Higgins; Jason Hattrick-Simpers; Chandra Veer Singh
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Materials Acceleration Platform for Electrochemistry: a Platform for Autonomous Electrochemistry
errnpj Materials Degradation
IF7.6
err2026-06-04
err0
errOAAI
errDaniel Persaud; Mike Werezak; Mark Xu; Melyne Zhou; Frank Benkel; Xin Pang; Vahid Attari; Brian DeCost; Ashley S. Dale; Nicholas Senior; Gabriel Birsan; Jason Hattrick-Simpers
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Training-free active learning framework in materials science with large language models
errnpj Computational Materials
IF11.9
err2026-05-20
err0
errOAAI
errHongchen Wang; Rafael Espinosa Castañeda; Jay R. Werber; Yao Fehlis; Edward Kim; Jason Hattrick-Simpers
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Corrigendum to ‘Digital generation of the 3-D pore architecture of isotropic membranes using 2-D cross-sectional scanning electron microscopy images’ [J. Membr. Sci. 749 (2026) 125435]
errJournal of Membrane Science
IF9
err2026-05-05
err0
errOAAI
errSima Zeinali Danalou; Hooman Chamani; Arash Rabbani; Patrick C. Lee; Jason Hattrick-Simpers; Jay R. Werber
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errSave
Autonomous sampling and SHAP interpretation of deposition-rates in bipolar HiPIMS
errDigital Discovery
IF5.6
err2026-04-27
err0
errOAAI
errAlexander Wieczorek †; Nathan Rodkey †; Jan Sommerhäuser; Jason Hattrick-Simpers; Sebastian Siol
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Exploring the limitations of kNN noisy feature detection and recovery for self-driving labs
errmachine learning: science and technology
IF0
err2026-03-04
err0
errOAAI
errQiuyu Shi; Kangming Li; Yao Fehlis; Runze Zhang; Daniel Persaud; Robert Black; Jason Hattrick-Simpers
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errSave
Stable acidic oxygen-evolving catalyst discovery through mixed accelerations
errNature Catalysis
IF44.6
err2026-01-06
err0
PREAI
errYang Bai; Kangming Li; Ning Han; Jiheon Kim; Runze Zhang; Suhas Mahesh; Ali Shayesteh Zeraati; Brandon R. Sutherland; Kelvin Chow; Yongxiang Liang; Sjoerd Hoogland; Jianan Erick Huang; David Sinton; Edward H. Sargent; Jason Hattrick-Simpers
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Design criteria for single-phase non-equiatomic refractory multiprincipal element alloys from the Nb-Ti-Zr system
errMaterials & Design
IF7.9
err2025-11-24
err0
errOAAI
errSebastian Lech; Jason Hattrick-Simpers; Elaf A. Anber; Michael J. Waters; Howie Joress; Debashish Sur; Emily Holcombe; James M. Rondinelli; John R. Scully; Mitra L. Taheri
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Developing and validating a high-throughput robotic system for the accelerated development of porous membranes
errJournal of Membrane Science
IF9
err2025-10-24
err0
errOAAI
errHongchen Wang; Sima Zeinali Danalou; Jiahao Zhu; Kenneth Sulimro; Chaewon Lim; Smita Basak; Aimée Tai; Usan Siriwardana; Jason Hattrick-Simpers; Jay Werber
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errSave
Human-AI synergy in adaptive active learning for continuous lithium carbonate crystallization optimization
errDigital Discovery
IF5.6
err2025-10-01
err0
errOAAI
errShayan Mousavi Masouleh; Corey A. Sanz; Ryan P. Jansonius; Cara Cronin; Jason E. Hein; Jason Hattrick-Simpers
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errSave
High-Tc superconductor candidates proposed by machine learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-09-30
err0
PREAI
errLee, Siwoo; Hattrick-Simpers, Jason; Kim, Young-June; von Lilienfeld, O. Anatole
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errSave
AMPERE-2: an open-hardware; robotic platform for automated electrodeposition and electrochemical validation
errDigital Discovery
IF5.6
err2025-08-06
err0
errOAAI
errNis Fisker-Bødker †; Daniel Persaud †; Yang Bai; Mark Kozdras; Tejs Vegge; Jason Hattrick-Simpers; Jin Hyun Chang
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errSave
Kernel learning assisted synthesis condition exploration for ternary spinel
errCommunications Materials
IF9.6
err2025-07-10
err0
errOAAI
errYutong Liu; Mehrad Ansari; Robert Black; Jason Hattrick-Simpers
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errSave
LLM4Mat-bench: benchmarking large language models for materials property prediction
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-05-14
err0
errOAAI
errRubungo, Andre Niyongabo; Li, Kangming; Hattrick-Simpers, Jason
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Evaluating the performance and robustness of LLMs in materials science Q&A and property predictions
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errWang, Hongchen; Li, Kangming; Ramsay, Scott; Fehlis, Yao; Kim, Edward; Hattrick-Simpers, Jason
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errSave
Bayesian assessment of commonly used equivalent circuit models for corrosion analysis in electrochemical impedance spectroscopy
errNPJ MATERIALS DEGRADATION
IF7.6
err2024-11-28
err3
errOAAI
errZhang, Runze; Sur, Debashish; Li, Kangming; Witt, Julia; Black, Robert; Whittingham, Alexander; Scully, John R.; Hattrick-Simpers, Jason
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errSave
Nobility vs. mobility: Insights into molten salt corrosion mechanisms of high-entropy alloys via high-throughput experiments and machine learning
errMATTER
IF17.5
err2024-06-01
err0
PREAI
errGoh, Bonita; Wang, Yafei; Nelaturu, Phalgun; Zhang, Hongliang; Moorehead, Michael; Duong, Thien; Priya, Pikee; Thoma, Dan; Chaudhuri, Santanu; Hattrick-Simpers, Jason; Sridharan, Kumar; Couet, Adrien
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JARVIS-Leaderboard: a large scale benchmark of materials design methods
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-05-07
err6
errOAAI
errChoudhary, Kamal; Wines, Daniel; Li, Kangming; Garrity, Kevin F.; Gupta, Vishu; Romero, Aldo H.; Krogel, Jaron T.; Saritas, Kayahan; Fuhr, Addis; Ganesh, Panchapakesan; Kent, Paul R. C.; Yan, Keqiang; Lin, Yuchao; Ji, Shuiwang; Blaiszik, Ben; Reiser, Patrick; Friederich, Pascal; Agrawal, Ankit; Tiwary, Pratyush; Beyerle, Eric; Minch, Peter; Rhone, Trevor David; Takeuchi, Ichiro; Wexler, Robert B.; Mannodi-Kanakkithodi, Arun; Ertekin, Elif; Mishra, Avanish; Mathew, Nithin; Wood, Mitchell; Rohskopf, Andrew Dale; Hattrick-Simpers, Jason; Wang, Shih-Han; Achenie, Luke E. K.; Xin, Hongliang; Williams, Maureen; Biacchi, Adam J.; Tavazza, Francesca
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A data-driven framework to improve the wear resistance of a low-alloy steel fabricated by laser powder bed fusion
errJOURNAL OF MANUFACTURING PROCESSES
IF6.8
err2024-04-01
err6
PREAI
errZhang, Jiahui; Patel, Sagar; Liu, Zhiying; Lyu, Tianyi; Wang, Yuhao; Hua, Yujie; Wang, Wandong; Hattrick-Simpers, Jason; Vlasea, Mihaela; Zou, Yu
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Exploiting redundancy in large materials datasets for efficient machine learning with less data (vol 14, 7283, 2023)
errNATURE COMMUNICATIONS
IF15.7
err2024-01-04
err0
errOAAI
errLi, Kangming; Persaud, Daniel; Choudhary, Kamal; DeCost, Brian; Greenwood, Michael; Hattrick-Simpers, Jason
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Research Directions

No research directions
Co-authors
Cooperation Journals
E
Edward H. Sargent
H-index: 213 · Papers: 1.2K
R
R. Ramesh
H-index: 128 · Papers: 936
I
Ian Foster
H-index: 124 · Papers: 1.4K
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
K
Kristin A. Persson
H-index: 111 · Papers: 723
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