### A survey of methods for computing (un)stable manifolds of vector fields

- Bernd Krauskopf
- Hinke M Osinga
- et al.

- 2005
- IJBC

I am a member of the Environmental Science and Natural Resources Group at IBM's T.J. Watson Research Center. I have a BS in Engineering Science from The Pennsylvania State University, and a PhD in Applied Mathematics from The California Institute of Technology. My basic research interest is nonlinear systems, especially bifurcation theory and continuation methods.

Continuation methods are about solving a nonlinear problem that depends on parameters $\lambda$:

$F(u,\lambda) = 0$

Continuation methods assume that one solution $F(u_0,\lambda_0)=0$ is known and smoothly vary $u$ and $\lambda$ to extend the solution manifold away from the initial points. If the Jacobian $F_{u,\lambda}$ is full rank at a point, the Implicit Function Theorem applies, and near the point the solution manifold is a smooth $k$-dimensional surface.

If $\lambda$ is a scalar the method is sometimes called path following. I'm known for algorithms which can be used when $\lambda$ is a vector of length $k$ and for algorithms for computing invariant manifolds, which involves formulating a system for integrating orthonormal bases for invariant subspaces.

My multidimensional continuation code 'Multifario' is available under an Open Source license from SourceForge

When the Jacobian isn't full rank, several smooth $k$--dimensional manifolds may cross at the point, and bifurcation theory can be used to determine what happens. If $F$ is the flow field of a dynamical system

$\frac{d u}{d t} = F(u,\lambda)$

the solution manifold is a manifold of fixed points, and bifurcations to other motions can occur.

I'm a member of The Jefferson Project, and environmental monitoring and modeling project on Lake George, in the Adirondack Mountains, and Chautauqua Lake, both in New York. From my standpoint the challenge is the same -- to find and make visible complicated dynamics, natural or mathematical, so that they can be studied and understood.

Contact me: mhender us.ibm.com

### A survey of methods for computing (un)stable manifolds of vector fields

- Bernd Krauskopf
- Hinke M Osinga
- et al.

- 2005
- IJBC

### Multiparameter parallel search branch switching

- 2005
- International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

### A survey of methods for computing (UN)stable manifolds of vector fields

- B. Krauskopf
- H.M. Osinga
- et al.

- 2005
- International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

### Classification of the Spatial Equilibria of the Clamped Elastica: Numerica Continuation of the Solution Set

- Michael E. Henderson
- Sebastien Neukirch

- 2004
- IJBC

### Classification of the spatial equilibria of the clamped elastica: Numerical continuation of the solution set

- Michael E. Henderson
- Sébastien Neukirch

- 2004
- International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

### Classification of the spatial equilibria of the clamped elastica: Symmetries and zoology of solutions

- Sébastien Neukirch
- Michael E. Henderson

- 2002
- Journal of Elasticity

### Multiple Parameter Continuation: Computing Implicitly Defined k-Manifolds

- 2002
- IJBC

### Classification of the Spatial Equilibria of the Clamped Elastica: Symmetries and Zoology of Solutions

- Sebastien Neukirch
- Michael E. Henderson

- 2002
- J. Elast.

### Multiple parameter continuation: Computing implicitly defined k-manifolds

- 2002
- International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

### Techniques for including large deformations associated with salt and fault motion in basin modeling

- Ulisses Mello
- Michael E. Henderson

- 1997
- Marine And Petroleum Geology

- US
- 11914043

- US
- 11322033

- US
- 11074319

- US
- 10902260

- US
- 10319229

IN

AI Engineer (WatsonX) & TSM | Client Engineering

UM

Director, Global Technology Outlook, Distinguished Engineer

CW

Climate & Sustainability - Sr. Manager & Master Inventor

LT

IBM Distinguished Engineer; Chief Scientist for Climate and Weather, and Environmental Modelling