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Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

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Page 1: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Integrals of Heat KernelsObserved from a distance

Steen Markvorsen

Page 2: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Integrals of heat kernels

What integrals?

Page 3: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Heat integrals

Page 4: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Integrals of heat kernels

They solve PDEs

Page 5: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

PDEs

Page 6: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Sources of heat kernels

Brownian Motion

Page 7: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion

Page 8: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion (2D)

Animation courtesy of Prof. T. Spencer, Institute of Advanced Study

Page 9: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion (2D)

Page 10: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion (3D)

Page 11: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Discrete sources of heat kernels

Random Walk in 2D

Page 12: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Animation courtesy of Prof. T. Spencer, Institute of Advanced Study

Page 13: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Random walk with trace (2D)

Page 14: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Random walk with trace (2D)

Page 15: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Escape time

Mean Exit Time

Page 16: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Discrete calculation of escape time

Random walk in 1D

Page 17: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit Time E(x)

Page 18: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit TimeTransition probability matrix

Page 19: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit TimeChord version

Page 20: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit Time is:

Page 21: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit TimeMixed chord version

Page 22: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Mean Exit Time is STILL:

Page 23: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal websA 2D joint for a web

Page 24: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal websA 3D joint for a web

Page 25: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal websA web tower block

Page 26: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal webs and surfacesA minimal surface block

Page 27: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal webs and surfacesScherk’s minimal surface

Page 28: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building minimal webs and surfacesWeb tower blocks approximate Scherk’s surface

Page 29: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building and cuttingA Scherk surface spherical R-block

Page 30: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Page 31: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Integrals of heat kernels

The quest for transience

Page 32: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion (2D)

Page 33: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Brownian motion (3D)

Page 34: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Transience

Page 35: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Transience

Page 36: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Transience

Page 37: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Transience

Page 38: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

TransienceScherk’s minimal surface is transient

Page 39: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Topology

Page 40: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Topology

Page 41: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Heat integrals

Minimal webs - of low vertex degree

Page 42: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Building webs againA radial minimal web

Page 43: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 44: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websThe germ of a regular Hex

Page 45: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websThe building of a regular Hex

Page 46: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 47: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 48: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 49: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websThe building of a nonregular HexUsing the parametric freedom

Page 50: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websThe building of a nonregular HexUsing the parametric freedom

Page 51: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websThe building of a nonregular HexUsing the parametric freedom

Page 52: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websA nonregular Hex

Page 53: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 54: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 55: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 56: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websA nonregular polyhex

Page 57: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal webs

Page 58: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Minimal websA minimal wild polyhex

Page 59: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Spider web

Page 60: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Model of a spider web

Page 61: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Web approximation again

Page 62: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Web approximationDiscrete isothermic minimal surfaces

Page 63: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Web approximationDiscrete isothermic minimal surfaces

Page 64: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Web approximationDiscrete isothermic minimal surfaces

Page 65: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Web approximationDiscrete isothermic minimal surfaces

Page 66: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Enneper’s Minimal Surface

Page 67: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Enneper (discrete with a random walk)

Page 68: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Helicoid

Page 69: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Helicoid (discrete with a random walk)

Page 70: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Catenoid

Page 71: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Catenoid (discrete with a random walk)

Page 72: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Catenoid (discrete with a circle/sphere packing)

Page 73: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Cate-Heli-coid (discrete with a circle packing)

Page 74: Department of Mathematics DCAMM 11. Symposium Silkeborg March 2007 Integrals of Heat Kernels Observed from a distance Steen Markvorsen

Department of Mathematics DCAMM 11. SymposiumSilkeborg March 2007

Heat integralsEnd