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Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery
11 July 2025
Carson Dudley
Reiden Magdaleno
Christopher Harding
Marisa Eisenberg
SyDa
AI4CE
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Papers citing
"Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery"
2 / 2 papers shown
Learning From Simulators: A Theory of Simulation-Grounded Learning
Carson Dudley
Marisa Eisenberg
AI4CE
153
1
0
23 Sep 2025
Mantis: A Simulation-Grounded Foundation Model for Disease Forecasting
Carson Dudley
Reiden Magdaleno
Christopher Harding
Ananya Sharma
Emily Martin
Marisa Eisenberg
AI4TS
AI4CE
86
3
0
17 Aug 2025
1
