Jason Hattrick-Simpers
Scholar

Jason Hattrick-Simpers

Google Scholar ID: P3ce5ZwAAAAJ
Department of Materials Science and Engineering University of Toronto
artificial intelligenceautonomous sciencecombinatorial materials sciencecompositionally complex alloysmetallic glasses
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Citations & Impact
All-time
Citations
4,701
 
H-index
27
 
i10-index
65
 
Publications
20
 
Co-authors
10
list available
Contact
Emailmse.external@utoronto.ca
Publications
11 items
Building Trustworthy AI for Materials Discovery: From Autonomous Laboratories to Z-scores
2025
Cited
0
Training-Free Active Learning Framework in Materials Science with Large Language Models
2025
Cited
0
High-throughput validation of phase formability and simulation accuracy of Cantor alloys
2025
Cited
0
When Active Learning Fails, Uncalibrated Out of Distribution Uncertainty Quantification Might Be the Problem
2025
Cited
0
Assessment of different loss functions for fitting equivalent circuit models to electrochemical impedance spectroscopy data
2025
Cited
0
Developing and Validating a High-Throughput Robotic System for the Accelerated Development of Porous Membranes
2025
Cited
0
Human-AI Synergy in Adaptive Active Learning for Continuous Lithium Carbonate Crystallization Optimization
2025
Cited
0
Exploring the Frontiers of kNN Noisy Feature Detection and Recovery for Self-Driving Labs
2025
Cited
0
Resume (English only)
Academic Achievements
  • Focuses on using automated experimental platforms and AI to explore the performance of high-entropy alloys, metallic glasses, intermetallics, and ceramic coatings; collaborates with industrial and national labs to scale up discoveries for market.
Research Experience
  • Professor in the Department of Materials Science & Engineering at the University of Toronto; Research Group Leader of AUTOnomous DIscovery of ALloys (AUTODIAL); Researcher, Acceleration Consortium.
Education
  • BSc (Rowan), PhD (Maryland)
Background
  • Research interests include discovering novel corrosion-resistant complex alloy coatings, developing autonomous materials science tools, and testing scientific AIs to increase trust and adoption in the physical sciences.
Miscellany
  • Email: jason.hattrick.simpers@utoronto.ca; Office: WB156
Co-authors
10 total
Ichiro Takeuchi
Ichiro Takeuchi
University of Maryland
Apurva Mehta
Apurva Mehta
SLAC national Accelerator Lab
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Kamal Choudhary
Kamal Choudhary
Johns Hopkins University
Co-author 8
Co-author 8