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Machine learning methods trained on simple models can predict critical transitions... by Smita Deb
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Classroom Contents
Tipping Points in Complex Systems
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- 1 Dynamical Systems and Tipping (Lecture 1) by Partha Sharathi Dutta
- 2 Dynamical Systems and Tipping (Lecture 2) by Partha Sharathi Dutta
- 3 Early Warning Signals by Partha Sharathi Dutta
- 4 Stochastic Dynamics (Lecture 1) by Sudipta Kumar Sinha
- 5 Stochastic Dynamics (Lecture 2) by Sudipta Kumar Sinha
- 6 Stochastic Dynamics (Lecture 3) by Sudipta Kumar Sinha
- 7 Delay Dynamical Systems (Lecture 1) by Debabrata Biswas
- 8 Tipping in Spatial Systems (Lecture 1) by Vishwesha Guttal
- 9 Tipping in Spatial Systems (Lecture 3) by Vishwesha Guttal
- 10 Delay Dynamical Systems (Lecture 2) by Debabrata Biswas
- 11 Tipping in Spatial Systems (Lecture 4) by Vishwesha Guttal
- 12 When and Where can we Expect to see Early Warning Signals in Multi-Species Systems...by Karen Abbott
- 13 Scaling and Potentiality in Tipping Point Analysis by Valeria Livina
- 14 Role of Trait Variation in Savanna-woodland Bistable System by Tanveen Randhawa
- 15 Stochastic Tipping Points in Optimal Tumor Evasion and Adaptation Induced....by Jason George
- 16 Linear and Nonlinear Vegetation Change by Sumanta Bagchi
- 17 How do we Operationalise Resilience for Decision Making by Vasilis Dakos
- 18 Timeline to Collapse by Francesco Cerini
- 19 Impact of Seasonality on Bi-stable Ecosystem Dynamics by Shuaib Palathingal
- 20 Harnessing the Universality of Tipping Points to Improve Early Warning Signal... by Chris Bauch
- 21 Evading Tippings in Spatial Ecosystems by Swarnendu Banerjee
- 22 Dynamics of a Slow-Fast Predator-Prey Model with a Predator-Dependent...by Pranali Roy Chowdhury
- 23 Anticipating Response Function in Gene Regulatory Networks by Pankaj Gautam
- 24 Examining Ecosystem Resilience of Forests in Northeast India...by Krishnapriya Tamma
- 25 Climate Tipping Points by Tim Lenton
- 26 Tipping Points in Coupled Human-environment Systems by Madhur Anand
- 27 Hyperexponential Growth and Log-periodicity Precede Extreme COVID-19 Waves by Induja Pavithran
- 28 Dynamical and Statistical Models of Indian Monsoon Rainfall by Amit Apte
- 29 Stochastic Analysis and Applications in Gene Networks by Chunhe Li
- 30 Rate-Induced Tipping in Asymptotically Autonomous Dynamical Systems: Theory.. by Sebastian Wieczorek
- 31 Imprints of log-periodicity and the prediction to blowout in a turbulent .... by Ankan Banerjee
- 32 Some new Research on Climate Tipping Points by Peter Cox
- 33 Machine learning methods trained on simple models can predict critical transitions... by Smita Deb
- 34 Tipping in Thermoacoustic Systems and Their Early Warning Signals by R. I. Sujith
- 35 Tipping in Spatial Systems (Lecture 2) by Vishwesha Guttal
- 36 Simple Examples of Rate and Bifurcation Tipping by Sebastian Wieczorek
- 37 How do We Operationalise Resilience for Decision-Making? by Vasilis Dakos
- 38 Critical rates of climate warming and abrupt collapse of ecosystems by Taranjot Kaur
- 39 A Gentle Introduction to Machine Learning (Lecture 1) by Narayanan Krishnan
- 40 A Gentle Introduction to Machine Learning (Lecture 2) by Narayanan Krishnan
