🌎 Useful Sites

A. Material Database Lists

  1. 2D Material Database                      2. Material Project Database    

  3. NOMAD Database                          4. 2D Materials Database   

  5. COD Database                                6. UK Materials Science Database

7. Aflow     8.ORBITAL viz                                           8. Melting point calculator         

9. VASP with notebook                         10.Neuralnetwork-Lattice  My hands-on here

 11. Lectures mineral physics                12. ML Phase diagram -Jun 28-2024 imp* here1 here2 here3 here4

13. Pycalphad-Jun 28-2024                     14.ML potentials Jun 28-2024 

15. AWS drawing tool  July 18 - 2024   16. Physics Descriptors using DFT Aug 2- 2024

17. Convolution Neural Network  here   17.  DFT+ML+Github My_verifcation here

 12. ML potential for coexistence          

14. DFT- MECH _Machine learn

15 Plot to data 

15. Experimental Phase Diagram of Al-Mg [click here]

+++ Machine Learning Blogs 

++ Ai by hands notes

:::: Youtube ML full set                                                                 input-gen

18. Stat book: https://lnkd.in/eAz5uAAe

19. Nice https://www.linkedin.com/posts/riyazsayyad_aws-softwareengineering-engineering-activity-7260117443522539520-c0jB?utm_medium=ios_app&utm_source=social_share_video_v2&utm_campaign=copy_link

3Dec- local Lllm :  https://www.linkedin.com/posts/liorsinclair_game-changer-microsoft-open-sourced-bitnetcpp-ugcPost-7269733994072547328-BMdc?utm_source=share&utm_medium=member_ios

4Dec pymatgentoVASP video; https://youtu.be/Uz6Fm78z2xM

6Dec Pandas 🐼 tracks: https://drive.google.com/file/d/1ZRVprSkuuK4Xv18nE4nHfNQ03Bc3VA0k/view?usp=drivesdk

7Dec Pyron: https://pyiron.org/publications/

Dec12 how got thinks: https://www.linkedin.com/posts/dr-k-v-n-rajesh-11793520_chatgpt-artificialintelligence-howaiworks-ugcPost-7273022819389599746-GxeP?utm_medium=ios_app&utm_source=social_share_video_v2&utm_campaign=copy_link

17. Napkin Ai : visualize anything 

 20. Machine learning Phase Diagram  paper vvi github

21. Nanohub active learning for melting point

18. Machine Learning Interviews from MAANG (8.1k stars): https://lnkd.in/gq_huuZD
19. 100 Days of ML code (43k stars): https://lnkd.in/gfWZfaDa
20. Machine learning Cheat Sheet (6.4k stars): https://lnkd.in/gAJ3x4Kh
21. System Design Primer (252k stars): https://lnkd.in/gUEqUpAv
22. Python Algorithm Implementation (178k stars): https://lnkd.in/g2xPx_tu

B. Best AI Literature Search Tool

1. Connected Papers    2. Litmaps       3. Research Rabbit

4. Thesis search           5. SciSpace AI Search

6. Jenny

C. Miscellaneous Sources

2.  Visualize any Equations

3. LAMMPS Workshop

4. Pseudopotential for SIESTA

5. Machine Learning Practical 

6. Github Project for AI and *** All package ***

7. Renting in London(modified manifest) -run remotely

✨ Updated From 1st Jan 2025✨

1. 📊  Virgilio : A Well documented site for AI-ML-DL

2. 🛠️  Github:  An Awesome collection of tutorials in AI-ML-DL

3. 🏠 Github L50 Handpicked Repo for Data Sciences

4. 🏠 Universe of AI data L50 Handpicked Repo for Data Sciences

5. 🏠 Great Visualization of ML Algorithm

6. 🛠️  Self-Taught Computer Science degree : Everything with Computer

7. 🛠️  Prof. Book live

8. 📊 Learn Things on Kaggle Including Pandas, ML, Python, SQL\

9. 📊 VASP Best Practice 

10.🎁 AI agents : https://github.com/punkpeye/awesome-mcp-servers

11. Want to do more Professional Certificate: Here is the link:   

       i. Business Acumen & Domain Knowledge  ->Bus-An-Pro_Sp + 1 -> Intro Bus Sp

      ii. Communication skill -> Imp Com Skill

      iii. Critical Thinking [1]

  

12.  Fit  EOS --earth sciences

13. Python Web scraping github

14. Use Airflow workflow for DFT HPC

15. Charge Transfer using SIESTA

https://www.linkedin.com/feed/update/urn:li:activity:7327365601696362496?utm_source=share&utm_medium=member_ios&rcm=ACoAACmuz5wBiEqvuof14l7tv1FgX5cXwp-_cdE