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A differentiable, physics-informed ecosystem modeling and learning framework for large-scale inverse problems: demonstration with photosynthesis simulations
by
Aboelyazeed, Doaa
,
Xu, Chonggang
,
Hoffman, Forrest M
,
Liu, Jiangtao
,
Jones, Alex W
,
Rackauckas, Chris
,
Lawson, Kathryn
,
Shen, Chaopeng
Published in
Biogeosciences
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Differentiable modeling to unify machine learning and physical models and advance Geosciences
by
Shen, Chaopeng
,
Appling, Alison P
,
Gentine, Pierre
,
Bandai, Toshiyuki
,
Gupta, Hoshin
,
Tartakovsky, Alexandre
,
Baity-Jesi, Marco
,
Fenicia, Fabrizio
,
Kifer, Daniel
,
Li, Li
,
Liu, Xiaofeng
,
Ren, Wei
,
Zheng, Yi
,
Harman, Ciaran J
,
Clark, Martyn
,
Farthing, Matthew
,
Feng, Dapeng
,
Kumar, Praveen
,
Aboelyazeed, Doaa
,
Rahmani, Farshid
,
Beck, Hylke E
,
Bindas, Tadd
,
Dwivedi, Dipankar
,
Kuai Fang
,
Höge, Marvin
,
Rackauckas, Chris
,
Roy, Tirthankar
,
Xu, Chonggang
,
Mohanty, Binayak
,
Lawson, Kathryn
Published in
arXiv.org
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