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Smita Deb
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1
Rising temperature drives tipping points in mutualistic networks
by
Subhendu Bhandary
,
Smita Deb
,
Partha Sharathi Dutta
Published in
Royal Society Open Science
(2023-02-01)
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2
Machine learning methods trained on simple models can predict critical transitions in complex natural systems
by
Smita Deb
,
Sahil Sidheekh
,
Christopher F. Clements
,
Narayanan C. Krishnan
,
Partha S. Dutta
Published in
Royal Society Open Science
(2022-02-01)
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3
Optimal sampling of spatial patterns improves deep learning-based early warning signals of critical transitions
by
Smita Deb
,
Ekansh Mahendru
,
Paras Goyal
,
Vishwesha Guttal
,
Partha Sharathi Dutta
,
Narayanan C. Krishnan
Published in
Royal Society Open Science
(2024-06-01)
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4
Early warning signals have limited applicability to empirical lake data
by
Duncan A. O’Brien
,
Smita Deb
,
Gideon Gal
,
Stephen J. Thackeray
,
Partha S. Dutta
,
Shin-ichiro S. Matsuzaki
,
Linda May
,
Christopher F. Clements
Published in
Nature Communications
(2023-12-01)
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