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公开(公告)号:US11379636B2
公开(公告)日:2022-07-05
申请号:US16699829
申请日:2019-12-02
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Hudong Chen , Raoyang Zhang , Avinash Jammalamadaka , Yanbing Li
IPC: G06F30/23 , G06F113/08 , G06F30/28 , G06F111/10
Abstract: Techniques for simulating fluid flow using a lattice Boltzmann (LB) approach for solving scalar transport equations and solving for total energy are described. In addition to the lattice Boltzmann functions for fluid flow the techniques include modifying a set of state vectors of the particles by adding specific total energy to states of particles that will be advected and subtracting the specific total energy from states of particles that will not be advected over a time interval and performing advection of the particles according to the modified set of states.
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公开(公告)号:US20200250362A1
公开(公告)日:2020-08-06
申请号:US16699829
申请日:2019-12-02
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Hudong Chen , Raoyang Zhang , Avinash Jammalamadaka , Yanbing Li
IPC: G06F30/23
Abstract: Techniques for simulating fluid flow using a lattice Boltzmann (LB) approach for solving scalar transport equations and solving for total energy are described. In addition to the lattice Boltzmann functions for fluid flow the techniques include modifying a set of state vectors of the particles by adding specific total energy to states of particles that will be advected and subtracting the specific total energy from states of particles that will not be advected over a time interval and performing advection of the particles according to the modified set of states.
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公开(公告)号:US20220188485A1
公开(公告)日:2022-06-16
申请号:US17689131
申请日:2022-03-08
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Hudong Chen , Raoyang Zhang , Avinash Jammalamadaka , Yanbing Li
IPC: G06F30/23
Abstract: Techniques for simulating fluid flow using a lattice Boltzmann (LB) approach for solving scalar transport equations and solving for total energy are described. In addition to the lattice Boltzmann functions for fluid flow the techniques include modifying a set of state vectors of the particles by adding specific total energy to states of particles that will be advected and subtracting the specific total energy from states of particles that will not be advected over a time interval and performing advection of the particles according to the modified set of states.
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公开(公告)号:US10762252B2
公开(公告)日:2020-09-01
申请号:US14909055
申请日:2014-07-31
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Raoyang Zhang , Hudong Chen
IPC: G06G7/48 , G06F30/20 , G06F30/23 , G06F17/10 , G06F111/10
Abstract: A method includes simulating, in a lattice velocity set, transport of particles in a volume of fluid, with the transport causing collision among the particles; and generating a distribution function for transport of the particles, wherein the distribution function comprises a thermodynamic step and a particle collision step, and wherein the thermodynamic step is substantially independent of and separate from the particle collision step.
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公开(公告)号:US20210406434A1
公开(公告)日:2021-12-30
申请号:US16914730
申请日:2020-06-29
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Raoyang Zhang , Hudong Chen , Junye Wang , Avinash Jammalamadaka
Abstract: Described are computer implemented techniques for simulating elements of a fluid flow. These techniques include storing in a memory state vectors for a plurality of voxels, the state vectors comprising a plurality of entries that correspond to particular momentum states of a plurality of possible momentum states at a voxel, storing in a memory a representation of at least one surface that is sized and oriented independently of the size and orientation of the voxels, perform interaction operations on the state vectors, the interaction operations modelling interactions between elements of different momentum states, perform surface interaction operations on the representation of the surface, the surface interaction operations modelling interactions between the surface and substantially all elements of voxels, and performing move operations on the state vectors to reflect movement of elements to new voxels.
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公开(公告)号:US20210133374A1
公开(公告)日:2021-05-06
申请号:US16987820
申请日:2020-08-07
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Raoyang Zhang , Hudong Chen , Avinash Jammalamadaka
IPC: G06F30/25
Abstract: Disclosed are techniques for scalar solvers in flow simulations that include simulating using a scalar lattice velocity set in a computing system, movement of scalar particles representing a scalar quantity in a volume of fluid, with the scalar particles carried by flow particles of the volume of fluid, and with the movement of the scalar particles causing collisions among the scalar particles; and evaluating, a non-equilibrium post-collide scalar distribution function of a specified order that is representative of the scalar collision.
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公开(公告)号:US20200210539A1
公开(公告)日:2020-07-02
申请号:US16236799
申请日:2018-12-31
Applicant: Dassault Systemes Simulia Corp.
Inventor: Hudong Chen , Raoyang Zhang , Pradeep Gopalakrishnan
Abstract: Computer implemented techniques for simulating a fluid flow about a surface of a solid, include receiving a coordinate system for representation of a curvilinear mesh that conforms to the surface of the solid, simulating, with a lattice velocity set transport of particles in a volume of fluid, with the transport causing collision among the particles, executing a distribution function for transport of the particles, with the distribution function including a particle collision determination and a change in particle distribution associated with the curvilinear mesh, performing by the computing system, advection operations in the coordinate system under constraints applied to particle momentum values and mapping by the computer system values resulting from simulating onto the curvilinear mesh by translation of the particle momentum values and spatial coordinates determined in the coordinate system into momentum and spatial values in the curvilinear space.
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公开(公告)号:US11847391B2
公开(公告)日:2023-12-19
申请号:US16914730
申请日:2020-06-29
Applicant: Dassault Systemes Simulia Corp.
Inventor: Pradeep Gopalakrishnan , Raoyang Zhang , Hudong Chen , Junye Wang , Avinash Jammalamadaka
IPC: G06F30/28 , G06F7/485 , G06N7/08 , G06F113/08
CPC classification number: G06F30/28 , G06F7/485 , G06N7/08 , G06F2113/08
Abstract: Described are computer implemented techniques for simulating elements of a fluid flow. These techniques include storing in a memory state vectors for a plurality of voxels, the state vectors comprising a plurality of entries that correspond to particular momentum states of a plurality of possible momentum states at a voxel, storing in a memory a representation of at least one surface that is sized and oriented independently of the size and orientation of the voxels, perform interaction operations on the state vectors, the interaction operations modelling interactions between elements of different momentum states, perform surface interaction operations on the representation of the surface, the surface interaction operations modelling interactions between the surface and substantially all elements of voxels, and performing move operations on the state vectors to reflect movement of elements to new voxels.
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公开(公告)号:US11763048B2
公开(公告)日:2023-09-19
申请号:US18074646
申请日:2022-12-05
Applicant: Dassault Systemes Simulia Corp.
Inventor: Hudong Chen , Raoyang Zhang , Pradeep Gopalakrishnan
IPC: G06F30/20 , G01P5/00 , G06N7/08 , G06F111/10
CPC classification number: G06F30/20 , G01P5/00 , G06N7/08 , G06F2111/10
Abstract: Computer implemented techniques for simulating a fluid flow about a surface of a solid, include receiving a coordinate system for representation of a curvilinear mesh that conforms to the surface of the solid, simulating, with a lattice velocity set transport of particles in a volume of fluid, with the transport causing collision among the particles, executing a distribution function for transport of the particles, with the distribution function including a particle collision determination and a change in particle distribution associated with the curvilinear mesh, performing by the computing system, advection operations in the coordinate system under constraints applied to particle momentum values and mapping by the computer system values resulting from simulating onto the curvilinear mesh by translation of the particle momentum values and spatial coordinates determined in the coordinate system into momentum and spatial values in the curvilinear space.
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公开(公告)号:US11194941B2
公开(公告)日:2021-12-07
申请号:US16580059
申请日:2019-09-24
Applicant: Dassault Systemes Simulia Corp.
Inventor: Hudong Chen , Raoyang Zhang , Pradeep Gopalakrishnan
IPC: G06F30/23 , G06F30/20 , G06F17/11 , G06F17/18 , G06F111/10
Abstract: A method comprising: simulating, in a lattice velocity set, movement of particles in a volume of fluid, with the movement causing collision among the particles; based on the simulated movement, determining relative particle velocity of a particle at a particular location within the volume, with the relative particle velocity being a difference between (i) an absolute velocity of the particle at the particular location within the volume and measured under zero flow of the volume, and (ii) a mean velocity of one or more of the particles at the particular location within the volume; and determining, based on the relative particle velocity, a non-equilibrium post-collide distribution function of a specified order that is representative of the collision.
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