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researcher

James P. L. Tan

3 papers hereh-index 24 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • nlin.CD1
  • physics.soc-ph1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20152019
most citedSimulating extrapolated dynamics with parameterization networks

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

nlin.CD2019★ 1 cited

Simulating extrapolated dynamics with parameterization networks

James P. L. Tan

An artificial neural network architecture, parameterization networks, is proposed for simulating extrapolated dynamics beyond observed data in dynamical systems. Parameterization n…

physics.soc-ph2016

A Generalized Population Dynamics Model of a City and an Algorithm for Engineering Regime Shifts

James PL Tan

Measures of wealth and production have been found to scale superlinearly with the population of a city. Therefore, it makes economic sense for humans to congregate together in dens…

q-bio.PE2015★ 1 cited

Symmetric and Asymmetric Tendencies in Stable Complex Systems

James P. L. Tan

A commonly used approach to study stability in a complex system is by analyzing the Jacobian matrix at an equilibrium point of a dynamical system. The equilibrium point is stable i…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.