Here are some of the books name for GATE Mechanical Engineering you can prefer.

Design of Machine Elements- Machine design - V.B. Bhandari

Engineering Mechanics- By Bhavikatti, By Beer and Johnston

Fluid Mechanics- by R K Bansal

Heat Transfer- by J P Hollman and R C Sachdeva

Industrial Engineering- by O P Khanna, Buffa and Sarin

Manufacturing Engineering- by R.K. Jain

Strength of Materials- Gere & Timoshenko

Thermal Science- by P.K. Nag

Thermo Dynamics- by P K Nag and Rajput

Theory of Machines- by Ratan

Vibrations- Mechanical Vibration by Grover

For further you can go through with given below link.

GATE Mechanical Material

You can consider below names -

1.
Thermal Engineering
Shiv Kumar ( Recommended)
Cengel and Boles
2.
I.C. Engine
V Ganesan ( Recommended)
Sharma & Mathur
3.
Gas Turbine and Propulsive Systems
V Ganesan ( Recommended)
PR Khajuria & SP Dubey
4.
Fluid Mechanics
Shiv Kumar ( Recommended)
Cengel & cimbala
5.
Compressible Flow
S.M. Yahya( Recommended)
John D. Anderson
6.
Heat and Mass Transfer
Shiv Kumar ( Recommended)
P. K Nag, JP Hollman
7.
Refrigeration and Air Conditioning
CP Arora ( Recommended for Theory)
P. L. Ballaney( Recommended for Theory & Numerical )
8.
Fluid systems (Machinery)
Shiv Kumar ( Recommended)
9.
Theory of Machines
S S Rattan ( Recommended), Thomas Bevan
10.
Mechanical Vibration
V.P Singh ( Recommended), G.K. Grover
11.
Machine Design
VB Bhandari ( Recommended), Shigley
12.
Material Science
WD Callister( Recommended),  IP Singh
13.
Production Engineering
P. N. Rao ( Vol I & II) ( Recommended), Kalpkjian Schmid Amitabh Ghosh & AK Malik
14.
Industrial Engineering
O. P. Khanna ( Recommended), Buffa & Sarin
15.
Operations Research
A.M. Natarajan ( Recommended),, P.Balasubramani
16.
Strength of Materials
Timoshenko gere( Recommended), RAMAMRUTHAM,  B.C. Punamia


Note : As there are many available so I would suggest you to consider standard books only.

Hope this helps!!!

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