# Deep Surrogate Melissa papers

**URL:** <https://melissa.discourse.group/t/deep-surrogate-melissa-papers/32>\
**Category:** General\
**Created:** [November 9, 2023, 3:13pm UTC](https://melissa.discourse.group/t/deep-surrogate-melissa-papers/32 "2023-11-09T15:13:32Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![bruno.raffin](https://avatars.discourse-cdn.com/v4/letter/b/94ad74/32.png) [@bruno.raffin](https://melissa.discourse.group/u/bruno.raffin)\
**Post date:** [November 9, 2023, 3:13pm UTC](https://melissa.discourse.group/t/deep-surrogate-melissa-papers/32/1 "2023-11-09T15:13:32Z")

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Two new papers related to training deep surrogates with Melissa:

- High Throughput Training of Deep Surrogates from Large Ensemble Runs. Supercomputing 2023. [https://hal.science/hal-04213978](https://hal.science/hal-04213978)
- Training Deep Surrogate Models with Large Scale Online Learning. ICML 2023. [https://hal.science/hal-04102400](https://hal.science/hal-04102400)