Judiciously retreated finite element method for solving lubrication equation
View Patent ↗A system and method for simulating a physical process in a simulation domain. Dividing the simulation domain into a first sub-domain and a gap region. The gap region defines a region of a specified width between a contact line of a droplet and the first sub-domain. Generating a mesh that represents the first sub-domain as a plurality of elements. The specification of each element includes an integer element number that represents an order of each element. The specified width of the gap region is on the order of half the width of an element in the first sub-domain adjoining the gap region divided by the integer element number. Using the finite element method and the mesh to calculate a state of the droplet at a first point in time. Using a plurality of evolution equations to calculate the state of the droplet at a second point in time.
1. A non-transitory computer-readable medium encoded with instructions for a processor to perform a method for simulating a droplet of a fluid on a substrate in a simulation domain, comprising:
instructions for dividing the simulation domain into a first sub-domain and a gap region with a retreated boundary, wherein the gap region defines a region of a specified width between a contact line of the droplet and the first sub-domain;
instructions for generating a mesh that represents the first sub-domain as a plurality of elements, wherein the specification of each element includes an integer element number that represents a sequence order of that element relative to the other elements;
wherein the specified width of the gap region is between 0.3 and 0.7 times the width of an element in the first sub-domain adjoining the gap region divided by the integer element number of the element in the first sub-domain adjoining the gap region;
instructions for using a finite element method and the mesh to calculate a plurality of system variables indicative of a state of the droplet at a first point in time; and
instructions for using a plurality of evolution equations that represent how the system variables vary over time to calculate system variables indicative of the state of the droplet at a second point in time.
2. The non-transitory computer-readable medium of claim 1 , wherein the plurality of system variables include one or more functions including:
a spatial function representative of the height of the droplet; and a solute concentration function that is representative of the concentration of solute in the droplet.
3. The non-transitory computer-readable medium of claim 1 , wherein each element is a Lagrangian element.
4. The non-transitory computer-readable medium of claim 1 , wherein the evolution equations represent the evaporation of a droplet, wherein the effect of evaporation is represented by a spatial function in which the evaporation rate is a non-zero value at the contact line of the droplet.
5. The non-transitory computer-readable medium of claim 1 , wherein the width of the elements in the sub-domain adjoining the gap varies, and the width of the gap varies along with the elements in the sub-domain adjoining the gap.
6. The non-transitory computer-readable medium of claim 1 , wherein the width of the gap is constant.
7. The non-transitory computer-readable medium of claim 1 , wherein a testing function is defined in terms of a ghost cell that extends from the retreated boundary to a region of space outside the contact line and a shape function is defined in terms of a portion of the ghost cell that extends from the retreated boundary to the contact line.
8. A system including the non-transitory computer-readable medium, the instructions, and the processor for execution of the instructions to simulate a droplet of a fluid on a substrate in a simulation domain, as recited in claim 1 .
9. The system of claim 8 , wherein the plurality of system variables include one or more functions including: a spatial function representative of the height of the droplet; and a solute concentration function that is representative of the concentration of solute in the droplet.
10. The system of claim 8 , wherein each element is a Lagrangian element.
11. The system of claim 8 , wherein the evolution equations represent the evaporation of a droplet, wherein the effect of evaporation is represented by a spatial function in which the evaporation rate is a non-zero value at the contact line of the droplet.
12. The system of claim 8 , wherein the width of the elements in the sub-domain adjoining the gap varies, and the width of the gap varies along with the elements in the sub-domain adjoining the gap.
13. The system of claim 8 , wherein the width of the gap is constant.
14. The system of claim 8 , wherein a testing function is defined in terms of a ghost cell that extends from the retreated boundary to a region of space outside the contact line and a shape function is defined in terms of a portion of the ghost cell that extends from the retreated boundary to the contact line.