From d466f65aa57628b41680be5ed289eea7f46f4a8b Mon Sep 17 00:00:00 2001 From: xiao312 <121787251+xiao312@users.noreply.github.com> Date: Fri, 29 Dec 2023 17:20:29 +0800 Subject: [PATCH 1/2] Update README.md --- README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/README.md b/README.md index 6a81ce7c1..45e78abb0 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,16 @@ The neural network models used in the tutorial examples can be found at– [AIS Detailed guide for installation and tutorials is available on [our documentation website](https://deepflame.deepmodeling.com). ## Features +New in v1.3.0: +- Complete GPU implementation of the `dfLowMachFoam` solver, enabling efficient execution of all computational steps on GPU +- Introduce `DF-ODENet` model, which utilizes sampling from typical combustion simulation benchmarks to reduce training costs and improve computational efficiency +- Update `flareFGM` and `DeepFGM` models +- Support Large Eddy Simulation (LES) and two-phase combustion simulation capabilities +- Expand the `flareFGM` table to six dimensions and add support for neural network replacement of certain physical quantities in the new six-dimensional `flareFGM` table +- Support multi-GPU and multi-processor execution through the `DeepFGM` neural network interface +- Modify Cantera's approach to transport property calculations to support real fluid thermophysical property calculation of multi-component reactive flows and integrate neural networks for updating real fluid thermophysical properties +- Add new example cases and update the documentation homepage to provide more comprehensive installation and usage instructions + New in v1.2.0 (2023/06/30): - Enable GPU acceleration for fast and efficient discrete matrix construction for solving partial differential equations - Introduce `DeePFGM` model: a neural network-based approach to replace the flamelet database of the FGM model and reduce memory requirement From a0ba31cc11da019c52cf5712b1054d000b286ee8 Mon Sep 17 00:00:00 2001 From: Zhi Chen Date: Fri, 29 Dec 2023 18:14:57 +0800 Subject: [PATCH 2/2] Update README.md --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 45e78abb0..85216dfbe 100644 --- a/README.md +++ b/README.md @@ -28,9 +28,8 @@ Detailed guide for installation and tutorials is available on [our documentation ## Features New in v1.3.0: -- Complete GPU implementation of the `dfLowMachFoam` solver, enabling efficient execution of all computational steps on GPU +- Complete the full-loop GPU implementation of the `dfLowMachFoam` solver, enabling efficient execution of all computations on GPU - Introduce `DF-ODENet` model, which utilizes sampling from typical combustion simulation benchmarks to reduce training costs and improve computational efficiency -- Update `flareFGM` and `DeepFGM` models - Support Large Eddy Simulation (LES) and two-phase combustion simulation capabilities - Expand the `flareFGM` table to six dimensions and add support for neural network replacement of certain physical quantities in the new six-dimensional `flareFGM` table - Support multi-GPU and multi-processor execution through the `DeepFGM` neural network interface