Baseline models
Model details
Reimplementations of common traditional functionals compatible with the Skala inference libraries like GauXC.
Included models:
- LDA Slater exchange from Dirac 1930 & Bloch 1929
- PW92 correlation from Perdew and Wang 1992
- PBE exchange-correlation from Perdew, Burke and Ernzerhof 1996 & Perdew, Burke and Ernzerhof 1997
- TPSS exchange-correlation from Tao et al. 2003 & Perdew et al. 2004
Shared by : Microsoft Research AI for Science
Model type : Density Functional Theory Exchange Correlation Functional
License : MIT
Direct intended uses
- The shared functionals are implemented for verification of Skala inference libraries like GauXC
Risks and limitations
- Interpretation of results requires expertise in quantum chemistry
License
MIT License
Copyright (c) Microsoft Corporation.
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Citation
When using any of these functionals in your research, please reference the original sources.
Model card contacts
- Rianne van den Berg, rvandenberg@microsoft.com
- Paola Gori-Giorgi, pgorigiorgi@microsoft.com
- Jan Hermann, jan.hermann@microsoft.com
- Sebastian Ehlert, sehlert@microsoft.com