update docs

Author: srmnitc

docs/source/index.rst

@@ -47,6 +47,7 @@ publication <https://journals.aps.org/prmaterials/abstract/10.1103/PhysRevMateri
    Using calphy <running_calphy/running_calphy>
    inputfile
    examples
+   research
    calphy
    faqs
    prologue/extending

docs/source/research.md

@@ -0,0 +1,16 @@
+# Research using `calphy`
+
+The following research works employed `calphy`:
+
+| Year 	| Material system 	| Calculation 	       | Interatomic Potential 	| Publication 	|
+|------	|-----------------	|--------------------- |-----------------------	|-------------	|
+| 2024  | MgAl, MgCa, AlCa  | phase diagram        | MTP                    | [Poul et. al.](https://www.researchsquare.com/article/rs-4732459/v1)       |
+| 2024  | Mo, Si, Mo$_3$Si, Mo$_5$Si$_3$, MoSi$_2$ | melting temperature        | ACE | [Lenchuk et. al.](https://doi.org/10.1002/adem.202302043)       |
+| 2024  | AlLi | phase diagram | EAM, HDNNP, ACE | [Menon et. al.](https://arxiv.org/abs/2403.05724)       |
+| 2024  | CuZr | phase diagram | ACE | [Leimeroth et. al.](https://doi.org/10.1103/PhysRevMaterials.8.043602)       |
+| 2024  | SiO | phase diagram | ACE | [Erhard et. al.](https://doi.org/10.1038/s41467-024-45840-9)       |
+| 2023  | Mg | phase diagram | ACE | [Ibrahim et. al.](https://doi.org/10.1103/PhysRevMaterials.7.113801)       |
+| 2022  | ZnO | free energies | ML | [Goniakowski et. al.](https://doi.org/10.1021/acs.jpcc.2c06341)       |
+| 2019  | Ti, Si | phase diagram | EAM, SW | [Menon et. al.](https://doi.org/10.1103/PhysRevMaterials.5.103801)       |
+
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